{"ady": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ady", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3428235, "num_examples": 1666, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ady/master/ady": {"num_bytes": 1008487, "checksum": "a00b7b1617cb9abf7fcd00cc29d544d588bbf9f87017ff1bb24f5190d45a49a4"}}, "download_size": 1008487, "post_processing_size": null, "dataset_size": 3428235, "size_in_bytes": 4436722}, "ang": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ang", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 6569844, "num_examples": 1867, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ang/master/ang": {"num_bytes": 1435972, "checksum": "a2108258a1a1d00742a486cf82f58c42de3875183d5539fc3ded71b819f38155"}}, "download_size": 1435972, "post_processing_size": null, "dataset_size": 6569844, "size_in_bytes": 8005816}, "ara": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ara", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 24388295, "num_examples": 4134, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ara/master/ara": {"num_bytes": 7155824, "checksum": "01663d08dbc6bb2a4207749cb4c000926c72c7cf9ec3faa8521e4cb5e9d690f1"}}, "download_size": 7155824, "post_processing_size": null, "dataset_size": 24388295, "size_in_bytes": 31544119}, "arn": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "arn", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 124050, "num_examples": 26, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/arn/master/arn": {"num_bytes": 20823, "checksum": "ea791e08374673880795aaf7fd0a0ca8222ff60b387f48885ed2c7c92b270a31"}}, "download_size": 20823, "post_processing_size": null, "dataset_size": 124050, "size_in_bytes": 144873}, "ast": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ast", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 4913008, "num_examples": 436, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ast/master/ast": {"num_bytes": 1175901, "checksum": "d99feb0e85492b6c5d711892dc1ca890d4bdcb8cb581cc7bedbcaac1de170311"}}, "download_size": 1175901, "post_processing_size": null, "dataset_size": 4913008, "size_in_bytes": 6088909}, "aze": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "aze", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1248687, "num_examples": 340, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/aze/master/aze": {"num_bytes": 276306, "checksum": "d9a185508477abe5086ea5ebe06e4352bb6499e00cea4da872bd76553a35a887"}}, "download_size": 276306, "post_processing_size": null, "dataset_size": 1248687, "size_in_bytes": 1524993}, "bak": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "bak", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1984657, "num_examples": 1084, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/bak/master/bak": {"num_bytes": 494758, "checksum": "6704a3959a555e7628b41fbdb88329bca69341be628d47a6bc501f8199956e6d"}}, "download_size": 494758, "post_processing_size": null, "dataset_size": 1984657, "size_in_bytes": 2479415}, "bel": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "bel", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2626405, "num_examples": 1027, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/bel/master/bel": {"num_bytes": 739537, "checksum": "07073665ab13b448624933b8643998cf40b89529d6b32317adeadb161dc960ee"}}, "download_size": 739537, "post_processing_size": null, "dataset_size": 2626405, "size_in_bytes": 3365942}, "ben": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ben", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 746181, "num_examples": 136, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ben/master/ben": {"num_bytes": 251991, "checksum": "b0f1e2d005bce183dfcc2a570de1ce3d4d9a17feafa6c222b3f72b3e6ff894b2"}}, "download_size": 251991, "post_processing_size": null, "dataset_size": 746181, "size_in_bytes": 998172}, "bod": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "bod", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 880074, "num_examples": 1335, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/bod/master/bod": {"num_bytes": 197523, "checksum": "e99fb22cd41b575065255bf312dfdb0d0c4625a223ec10ee1a46d29a32e882f2"}}, "download_size": 197523, "post_processing_size": null, "dataset_size": 880074, "size_in_bytes": 1077597}, "bre": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "bre", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 387583, "num_examples": 44, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/bre/master/bre": {"num_bytes": 82159, "checksum": "0c972479ee89e93fa49e14ac2ccf408d25bac26ea6f414e33ccce3bc2d1d8435"}}, "download_size": 82159, "post_processing_size": null, "dataset_size": 387583, "size_in_bytes": 469742}, "bul": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "bul", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 9589915, "num_examples": 2468, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/bul/master/bul": {"num_bytes": 3074574, "checksum": "bccdd8b4e279e1aa75c8c4667711270289fe15cf6b3c7ecde244a04eca126727"}}, "download_size": 3074574, "post_processing_size": null, "dataset_size": 9589915, "size_in_bytes": 12664489}, "cat": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "cat", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 12988492, "num_examples": 1547, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/cat/master/cat": {"num_bytes": 2902458, "checksum": "22d8ec53f9f6bb40ad97619c01961ca60c0c046804173a9f395c6bf54194ca15"}}, "download_size": 2902458, "post_processing_size": null, "dataset_size": 12988492, "size_in_bytes": 15890950}, "ces": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ces", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 21056640, "num_examples": 5125, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ces/master/ces": {"num_bytes": 4875288, "checksum": "e9dd761e1f6cf8f87a0b0ce34f70d3abd7d59f8dc96aa2f1436377595669da95"}}, "download_size": 4875288, "post_processing_size": null, "dataset_size": 21056640, "size_in_bytes": 25931928}, "chu": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "chu", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 628237, "num_examples": 152, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/chu/master/chu": {"num_bytes": 149081, "checksum": "3d7226d29c443d0c46bfb4bfb81ac4e8992608c4cb4b6127983a1e27c2385c51"}}, "download_size": 149081, "post_processing_size": null, "dataset_size": 628237, "size_in_bytes": 777318}, "ckb": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ckb", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3843267, "num_examples": 274, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ckb/master/ckb": {"num_bytes": 914302, "checksum": "9a9b6cc355ae9502a1561b901313946821f6fee050e87d93b5eb41c6d7a40574"}}, "download_size": 914302, "post_processing_size": null, "dataset_size": 3843267, "size_in_bytes": 4757569}, "cor": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "cor", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 83434, "num_examples": 9, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/cor/master/cor": {"num_bytes": 17408, "checksum": "5fceb463470007a5e80e5b794eef6f1ea3ab9a3ceea0e532fade51874b0a90a6"}}, "download_size": 17408, "post_processing_size": null, "dataset_size": 83434, "size_in_bytes": 100842}, "crh": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "crh", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1154595, "num_examples": 1230, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/crh/master/crh": {"num_bytes": 186325, "checksum": "831b471b6266a3536533c25bc20ce743f7fdf230c5b062159ac8984664a3b6a6"}}, "download_size": 186325, "post_processing_size": null, "dataset_size": 1154595, "size_in_bytes": 1340920}, "csb": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "csb", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 82172, "num_examples": 37, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/csb/master/csb": {"num_bytes": 14259, "checksum": "d0ed4a231e1dab2c081d56af1f7996ad77f40bb38c281391052f4f51a42ee9dd"}}, "download_size": 14259, "post_processing_size": null, "dataset_size": 82172, "size_in_bytes": 96431}, "cym": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "cym", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1748431, "num_examples": 183, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/cym/master/cym": {"num_bytes": 374501, "checksum": "9f0ea78662a71898d70e5940b0f1030a25a018a0fd44ac282ba1f791c758e75c"}}, "download_size": 374501, "post_processing_size": null, "dataset_size": 1748431, "size_in_bytes": 2122932}, "dan": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "dan", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 4204551, "num_examples": 3193, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/dan/master/dan": {"num_bytes": 845939, "checksum": "166a698cc0ba83114d792c1b91f1f04f4faba012488884fca00dea07c7f8a96e"}}, "download_size": 845939, "post_processing_size": null, "dataset_size": 4204551, "size_in_bytes": 5050490}, "deu": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "deu", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 28436466, "num_examples": 15060, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/deu/master/deu": {"num_bytes": 5966618, "checksum": "3d6950e07d71481b23d7cf2a7c39c30cce3924e0c5ba5e4bed4d1175a5739755"}}, "download_size": 5966618, "post_processing_size": null, "dataset_size": 28436466, "size_in_bytes": 34403084}, "dsb": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "dsb", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2985168, "num_examples": 994, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/dsb/master/dsb": {"num_bytes": 536096, "checksum": "b02f3ac94a8bac60c1bf016ce340d6e8f10bec551d56b7f81a13e7746b582491"}}, "download_size": 536096, "post_processing_size": null, "dataset_size": 2985168, "size_in_bytes": 3521264}, "ell": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ell", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 34112450, "num_examples": 11906, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ell/master/ell": {"num_bytes": 11222248, "checksum": "68f71b889fa29d31d975ebbc29f9f0f1b3a2dd6cca4f40a21b2c06f443811941"}}, "download_size": 11222248, "post_processing_size": null, "dataset_size": 34112450, "size_in_bytes": 45334698}, "eng": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "eng", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 18455909, "num_examples": 22765, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/eng/master/eng": {"num_bytes": 3285554, "checksum": "771c036d1393da0751b4c6d5c995541e4aac787d7e35a7bf9b7bbed05e739d2d"}}, "download_size": 3285554, "post_processing_size": null, "dataset_size": 18455909, "size_in_bytes": 21741463}, "est": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "est", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 6125879, "num_examples": 886, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/est/master/est": {"num_bytes": 1397385, "checksum": "602b778567b4607514ee380152fe8a6ccd70dbc15190339f7f5a6d9a710b899f"}}, "download_size": 1397385, "post_processing_size": null, "dataset_size": 6125879, "size_in_bytes": 7523264}, "eus": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "eus", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2444247, "num_examples": 26, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/eus/master/eus": {"num_bytes": 876480, "checksum": "b80f253838429c5aa4326342cd2e2f30b3b7c2dd9f9dcee64297c3f7c5ad8ab5"}}, "download_size": 876480, "post_processing_size": null, "dataset_size": 2444247, "size_in_bytes": 3320727}, "fao": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "fao", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 7117926, "num_examples": 3077, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/fao/master/fao": {"num_bytes": 1450065, "checksum": "8c5282080aa840158c2073c9b9a658374ed3c96e28c7c0e42ef94ebbb039ca23"}}, "download_size": 1450065, "post_processing_size": null, "dataset_size": 7117926, "size_in_bytes": 8567991}, "fas": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "fas", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 6382709, "num_examples": 273, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/fas/master/fas": {"num_bytes": 2104724, "checksum": "58e271562c184ed0bc38d85bf91e0d5427c32e4b5a55f2bf42bbdeb0843ca232"}}, "download_size": 2104724, "post_processing_size": null, "dataset_size": 6382709, "size_in_bytes": 8487433}, "fin": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "fin", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"1": {"name": "1", "num_bytes": 331855860, "num_examples": 46152, "dataset_name": "universal_morphologies"}, "2": {"name": "2", "num_bytes": 81091817, "num_examples": 11491, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/fin/master/fin.1": {"num_bytes": 88003527, "checksum": "b8f686b1669fb9036134f2f6f5fd6bcea3bf3ca8307a944de38d97b611feb968"}, "https://raw.githubusercontent.com/unimorph/fin/master/fin.2": {"num_bytes": 21321301, "checksum": "21ee830d46468f80159981b4b0f8ef6543c11792e0073fc545cb7c6669128bc5"}}, "download_size": 109324828, "post_processing_size": null, "dataset_size": 412947677, "size_in_bytes": 522272505}, "fra": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "fra", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 58747699, "num_examples": 7535, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/fra/master/fra": {"num_bytes": 13404983, "checksum": "20336566782997e0cb595ae555a31714dc74d5f293886985364c02bef875cde9"}}, "download_size": 13404983, "post_processing_size": null, "dataset_size": 58747699, "size_in_bytes": 72152682}, "frm": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "frm", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 6015940, "num_examples": 603, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/frm/master/frm": {"num_bytes": 1441122, "checksum": "45af05cce1284b1c07fac6a4179adf075e56691c5f0885323c33ba3eba800927"}}, "download_size": 1441122, "post_processing_size": null, "dataset_size": 6015940, "size_in_bytes": 7457062}, "fro": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "fro", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 20260793, "num_examples": 1700, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/fro/master/fro": {"num_bytes": 4945582, "checksum": "18dcf34c57321db9c8646435bf34ca3f69d4142a22e90a8387d71a7a0d3083f3"}}, "download_size": 4945582, "post_processing_size": null, "dataset_size": 20260793, "size_in_bytes": 25206375}, "frr": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "frr", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 526898, "num_examples": 51, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/frr/master/frr": {"num_bytes": 112236, "checksum": "da965a38e2a824cc778d2bf98b36c6ea5d42882dc4c86c47c222919bfbe66131"}}, "download_size": 112236, "post_processing_size": null, "dataset_size": 526898, "size_in_bytes": 639134}, "fry": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "fry", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 222067, "num_examples": 85, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/fry/master/fry": {"num_bytes": 38227, "checksum": "d630fb1606179eb475f20323e27e876c4166bbec2c8d3a6802c6fceb4292a80b"}}, "download_size": 38227, "post_processing_size": null, "dataset_size": 222067, "size_in_bytes": 260294}, "fur": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "fur", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1282374, "num_examples": 168, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/fur/master/fur": {"num_bytes": 258793, "checksum": "7f8242fe8d5b2d70ab6f014ab63811e6952956b520e803751c27e0ec7bcc5c2d"}}, "download_size": 258793, "post_processing_size": null, "dataset_size": 1282374, "size_in_bytes": 1541167}, "gal": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "gal", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 5844604, "num_examples": 486, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/gal/master/gal": {"num_bytes": 1259120, "checksum": "93945d193c6bb8ee3370446ba722f04a4c893c20082edd9ca735b677f135b1fc"}}, "download_size": 1259120, "post_processing_size": null, "dataset_size": 5844604, "size_in_bytes": 7103724}, "gla": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "gla", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 126847, "num_examples": 73, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/gla/master/gla": {"num_bytes": 25025, "checksum": "641adebe1aca2e55837464f6388527b782dfb646f242a1e28ba23f52abff686e"}}, "download_size": 25025, "post_processing_size": null, "dataset_size": 126847, "size_in_bytes": 151872}, "gle": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "gle", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 17065939, "num_examples": 7464, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/gle/master/gle": {"num_bytes": 3853188, "checksum": "88b9c0dee797fc16a20486ff300b70f94770847406364f473a03e86cc30173cb"}}, "download_size": 3853188, "post_processing_size": null, "dataset_size": 17065939, "size_in_bytes": 20919127}, "glv": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "glv", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 7523, "num_examples": 1, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/glv/master/glv": {"num_bytes": 401, "checksum": "ba9f01f469f8227cdf338db2a7305abbfa3061f458bb42d60d71b10024d940bd"}}, "download_size": 401, "post_processing_size": null, "dataset_size": 7523, "size_in_bytes": 7924}, "gmh": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "gmh", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 114677, "num_examples": 29, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/gmh/master/gmh": {"num_bytes": 20851, "checksum": "65dde098c278090626ee3daf80e7a86e303b6022a406263d23082932fa9cdcdb"}}, "download_size": 20851, "post_processing_size": null, "dataset_size": 114677, "size_in_bytes": 135528}, "gml": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "gml", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 233831, "num_examples": 52, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/gml/master/gml": {"num_bytes": 47151, "checksum": "93a1efe27acd02887a9a402c1693374ca6659279c96818bc881be4697dfe64fb"}}, "download_size": 47151, "post_processing_size": null, "dataset_size": 233831, "size_in_bytes": 280982}, "got": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "got", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 0, "num_examples": 0, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/got/master/got": {"num_bytes": 2, "checksum": "75a11da44c802486bc6f65640aa48a730f0f684c5c07a42ba3cd1735eb3fb070"}}, "download_size": 2, "post_processing_size": null, "dataset_size": 0, "size_in_bytes": 2}, "grc": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "grc", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 6779867, "num_examples": 2431, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/grc/master/grc": {"num_bytes": 2057514, "checksum": "09ff9231d90dbe481942bba143f04800ab919a31ab11801c01301488605cadd9"}}, "download_size": 2057514, "post_processing_size": null, "dataset_size": 6779867, "size_in_bytes": 8837381}, "hai": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "hai", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1166240, "num_examples": 41, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/hai/master/hai": {"num_bytes": 329817, "checksum": "fda51f0839412e42f5450b686967dcb35f48a75d9f1e2059741b3bffd18b58ed"}}, "download_size": 329817, "post_processing_size": null, "dataset_size": 1166240, "size_in_bytes": 1496057}, "hbs": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "hbs", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 132933961, "num_examples": 24419, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/hbs/master/hbs": {"num_bytes": 32194142, "checksum": "d58b85f4bcfb86cfa2f255fdaea78243ca5a2dd2334286cd6618d3e24a4d614b"}}, "download_size": 32194142, "post_processing_size": null, "dataset_size": 132933961, "size_in_bytes": 165128103}, "heb": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "heb", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2211208, "num_examples": 510, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/heb/master/heb": {"num_bytes": 498065, "checksum": "345abf0b2c4848b7df965daa559f1cf2aad5167b02c568a56402884c60334142"}}, "download_size": 498065, "post_processing_size": null, "dataset_size": 2211208, "size_in_bytes": 2709273}, "hin": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "hin", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 10083004, "num_examples": 258, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/hin/master/hin": {"num_bytes": 3994359, "checksum": "3c9228053925a69fa5c20c5bafc880268c294afd8d267504258ee405597fb18a"}}, "download_size": 3994359, "post_processing_size": null, "dataset_size": 10083004, "size_in_bytes": 14077363}, "hun": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "hun", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 83517327, "num_examples": 14892, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/hun/master/hun": {"num_bytes": 19544319, "checksum": "ac4c5d4ac5e365c413775b2fef4f5d34a6a8e90e151606191961d1ed95246f31"}}, "download_size": 19544319, "post_processing_size": null, "dataset_size": 83517327, "size_in_bytes": 103061646}, "hye": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "hye", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 56537127, "num_examples": 7033, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/hye/master/hye": {"num_bytes": 17810316, "checksum": "43bf4f5a8350d66c291a1f0a536fa556dafcc3b0883cb4ec4f88052d8ee991ae"}}, "download_size": 17810316, "post_processing_size": null, "dataset_size": 56537127, "size_in_bytes": 74347443}, "isl": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "isl", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 12120572, "num_examples": 4775, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/isl/master/isl": {"num_bytes": 2472980, "checksum": "a944234d2d62775d2d0490664630ddaf1ce50ae164218582bc8fedb45ea26422"}}, "download_size": 2472980, "post_processing_size": null, "dataset_size": 12120572, "size_in_bytes": 14593552}, "ita": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ita", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 81905203, "num_examples": 10009, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ita/master/ita": {"num_bytes": 19801423, "checksum": "6347bb15b3d2c3dafcbe4adc0e7beaa97a8bc61bcccc345079afb154c03f1321"}}, "download_size": 19801423, "post_processing_size": null, "dataset_size": 81905203, "size_in_bytes": 101706626}, "izh": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "izh", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 170094, "num_examples": 50, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/izh/master/izh": {"num_bytes": 28558, "checksum": "b0d669893b477a4bb468f6da31fc7f30c19e574a98c851380f2e90e0e4c93c03"}}, "download_size": 28558, "post_processing_size": null, "dataset_size": 170094, "size_in_bytes": 198652}, "kal": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "kal", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 60434, "num_examples": 23, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/kal/master/kal": {"num_bytes": 9795, "checksum": "5a7ce83bf3349dc7e881f91a7a778c9449337658acae57112e220ee77349f110"}}, "download_size": 9795, "post_processing_size": null, "dataset_size": 60434, "size_in_bytes": 70229}, "kan": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "kan", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1052294, "num_examples": 159, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/kan/master/kan": {"num_bytes": 318512, "checksum": "9ed7830f7f49f7afd2d9843b52a0ba87f2cbdc7360cbffab4b6ab5bbab56987b"}}, "download_size": 318512, "post_processing_size": null, "dataset_size": 1052294, "size_in_bytes": 1370806}, "kat": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "kat", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 12532540, "num_examples": 3782, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/kat/master/kat": {"num_bytes": 4678979, "checksum": "2191324a874e56e6a91f494feba53c7c2df15d01653d3bf1e6c3b65a076e82f0"}}, "download_size": 4678979, "post_processing_size": null, "dataset_size": 12532540, "size_in_bytes": 17211519}, "kaz": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "kaz", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 62519, "num_examples": 26, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/kaz/master/kaz": {"num_bytes": 14228, "checksum": "2474e66a4a112528c6b2cbeed498a75c87c4de5f36da276143e8fa90aa5a7488"}}, "download_size": 14228, "post_processing_size": null, "dataset_size": 62519, "size_in_bytes": 76747}, "kbd": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "kbd", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 511406, "num_examples": 250, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/kbd/master/kbd": {"num_bytes": 133788, "checksum": "eeca11e3218db22444fcc7ed886c229c4b8f59d5bfbf10a5d776ef009da65593"}}, "download_size": 133788, "post_processing_size": null, "dataset_size": 511406, "size_in_bytes": 645194}, "kjh": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "kjh", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 193741, "num_examples": 75, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/kjh/master/kjh": {"num_bytes": 44907, "checksum": "c3da9ee8c891f6d744dc772fed11a5554439183437e01b3edc1d8991f5fc60b4"}}, "download_size": 44907, "post_processing_size": null, "dataset_size": 193741, "size_in_bytes": 238648}, "klr": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "klr", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 28909688, "num_examples": 591, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/klr/master/klr": {"num_bytes": 7561829, "checksum": "e14f454911ebcdeb94b621658ac7025937796389196795472a060b9a76a67007"}}, "download_size": 7561829, "post_processing_size": null, "dataset_size": 28909688, "size_in_bytes": 36471517}, "kmr": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "kmr", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 35504487, "num_examples": 15083, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/kmr/master/kmr": {"num_bytes": 8592722, "checksum": "f1450888ea2ab13503e71c3249e2fa5ad295e9460bf5bff8a8bad05c52c68bd6"}}, "download_size": 8592722, "post_processing_size": null, "dataset_size": 35504487, "size_in_bytes": 44097209}, "krl": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "krl", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 106475, "num_examples": 20, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/krl/master/krl": {"num_bytes": 19024, "checksum": "44f7d33c6d68e09d45d0c7e6a711beea43be15bff2bca6a45ab575783db8930d"}}, "download_size": 19024, "post_processing_size": null, "dataset_size": 106475, "size_in_bytes": 125499}, "lat": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "lat", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 81932667, "num_examples": 17214, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/lat/master/lat": {"num_bytes": 19567252, "checksum": "41c78ffad2dcc627ad4ba97e0606b812977459bba82dea85a98ac832c57d90e1"}}, "download_size": 19567252, "post_processing_size": null, "dataset_size": 81932667, "size_in_bytes": 101499919}, "lav": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "lav", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 21219584, "num_examples": 7548, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/lav/master/lav": {"num_bytes": 5048680, "checksum": "87e2fa40a690c1f6ea4f020065a4c30518eccc6e270daf91df33a730d6ae9e41"}}, "download_size": 5048680, "post_processing_size": null, "dataset_size": 21219584, "size_in_bytes": 26268264}, "lit": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "lit", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 5287268, "num_examples": 1458, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/lit/master/lit": {"num_bytes": 1191554, "checksum": "e90f7d7e4f544017d097f7ef201c6558b2d910c8b1b57b12ce3d3b0a36a1a630"}}, "download_size": 1191554, "post_processing_size": null, "dataset_size": 5287268, "size_in_bytes": 6478822}, "liv": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "liv", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 642166, "num_examples": 203, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/liv/master/liv": {"num_bytes": 141467, "checksum": "74b31f54ca79c73d9023fa4a0e30998329c53adbf845781088030ac27fd5b03a"}}, "download_size": 141467, "post_processing_size": null, "dataset_size": 642166, "size_in_bytes": 783633}, "lld": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "lld", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1240257, "num_examples": 180, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/lld/master/lld": {"num_bytes": 278592, "checksum": "aad2545136fcc3cd105e71560ad632f8717de647ac0021316e4cb9f767608728"}}, "download_size": 278592, "post_processing_size": null, "dataset_size": 1240257, "size_in_bytes": 1518849}, "lud": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "lud", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"mikhailovskoye": {"name": "mikhailovskoye", "num_bytes": 11361, "num_examples": 2, "dataset_name": "universal_morphologies"}, "new_written": {"name": "new_written", "num_bytes": 35132, "num_examples": 94, "dataset_name": "universal_morphologies"}, "southern_ludian_svjatozero": {"name": "southern_ludian_svjatozero", "num_bytes": 57276, "num_examples": 71, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/lud/master/lud-mikhailovskoye-dialect.txt": {"num_bytes": 1045, "checksum": "a62558629b7eb5904a289bc7fe8b2e160711bfad5bd89a38ccc9001a1f05082e"}, "https://raw.githubusercontent.com/unimorph/lud/master/lud-new-written-ludian-dialect.txt": {"num_bytes": 3889, "checksum": "3882fd8c64d00a33b03b6dec6ec20bfa37413eb0e12d0ef21d99632f488e1895"}, "https://raw.githubusercontent.com/unimorph/lud/master/lud-southern-ludian-svjatozero-dialect.txt": {"num_bytes": 9763, "checksum": "455a43052d676bddc1cb083b4bae92aa4df6021c8a6180d67732f33781f2f82c"}}, "download_size": 14697, "post_processing_size": null, "dataset_size": 103769, "size_in_bytes": 118466}, "mkd": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "mkd", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 27800390, "num_examples": 10313, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/mkd/master/mkd": {"num_bytes": 8157589, "checksum": "b36b174601c6b22bc55c29084b8c3df2a7ca16007d0fdfe5feacc360b6c26166"}}, "download_size": 8157589, "post_processing_size": null, "dataset_size": 27800390, "size_in_bytes": 35957979}, "mlt": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "mlt", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 604577, "num_examples": 112, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/mlt/master/mlt": {"num_bytes": 124584, "checksum": "1d46d8f620cdf65c1d67893f819f3839f3bf466f24c289b10be98d2f788db388"}}, "download_size": 124584, "post_processing_size": null, "dataset_size": 604577, "size_in_bytes": 729161}, "mwf": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "mwf", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 172890, "num_examples": 29, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/mwf/master/mwf": {"num_bytes": 25077, "checksum": "1cad73d55585f696500f2fc61600d9a4c962099b21ee6ca49447fedd2dae2b2a"}}, "download_size": 25077, "post_processing_size": null, "dataset_size": 172890, "size_in_bytes": 197967}, "nap": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "nap", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 293699, "num_examples": 40, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/nap/master/nap": {"num_bytes": 64163, "checksum": "d4e435389ccd4a7f6bafac36177611747cd3fe73fe51d4babb9a7ee27cecb7c8"}}, "download_size": 64163, "post_processing_size": null, "dataset_size": 293699, "size_in_bytes": 357862}, "nav": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "nav", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2051393, "num_examples": 674, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/nav/master/nav": {"num_bytes": 523673, "checksum": "093a0aa663df4a7f399b0f295d11b8766c4d3f377fac8341def67c2d63708f0c"}}, "download_size": 523673, "post_processing_size": null, "dataset_size": 2051393, "size_in_bytes": 2575066}, "nds": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "nds", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 0, "num_examples": 0, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/nds/master/nds": {"num_bytes": 2, "checksum": "75a11da44c802486bc6f65640aa48a730f0f684c5c07a42ba3cd1735eb3fb070"}}, "download_size": 2, "post_processing_size": null, "dataset_size": 0, "size_in_bytes": 2}, "nld": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "nld", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 8813867, "num_examples": 4993, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/nld/master/nld": {"num_bytes": 1874427, "checksum": "86f3504cc426c9beffe8566406294f7f71505d46a2bba8773bdcf2e9c5a3d750"}}, "download_size": 1874427, "post_processing_size": null, "dataset_size": 8813867, "size_in_bytes": 10688294}, "nno": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "nno", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2704566, "num_examples": 4689, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/nno/master/nno": {"num_bytes": 420695, "checksum": "0a1176969d4c7d9b6e833116145d688a261dd76a780b99b5745b6d14d81e6b29"}}, "download_size": 420695, "post_processing_size": null, "dataset_size": 2704566, "size_in_bytes": 3125261}, "nob": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "nob", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3359706, "num_examples": 5527, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/nob/master/nob": {"num_bytes": 544432, "checksum": "fdfce6b49592fdb6b4c9b56708786e6f22cc4a28fde428535039ac20f6c60b99"}}, "download_size": 544432, "post_processing_size": null, "dataset_size": 3359706, "size_in_bytes": 3904138}, "oci": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "oci", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1327716, "num_examples": 174, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/oci/master/oci": {"num_bytes": 276611, "checksum": "130250118bd875bb1f29dd45fc7f74be1faaca1c0b112dc57065d996b6782609"}}, "download_size": 276611, "post_processing_size": null, "dataset_size": 1327716, "size_in_bytes": 1604327}, "olo": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "olo", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"kotkozero": {"name": "kotkozero", "num_bytes": 7682, "num_examples": 5, "dataset_name": "universal_morphologies"}, "new_written": {"name": "new_written", "num_bytes": 11158424, "num_examples": 15293, "dataset_name": "universal_morphologies"}, "syamozero": {"name": "syamozero", "num_bytes": 6379, "num_examples": 2, "dataset_name": "universal_morphologies"}, "vedlozero": {"name": "vedlozero", "num_bytes": 6120, "num_examples": 1, "dataset_name": "universal_morphologies"}, "vidlitsa": {"name": "vidlitsa", "num_bytes": 54363, "num_examples": 3, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/olo/master/olo-kotkozero-dialect.txt": {"num_bytes": 407, "checksum": "af7789798fcc7f6ba2ea1a2636791fc0db9f536133558ef3b873b18a480eb3c4"}, "https://raw.githubusercontent.com/unimorph/olo/master/olo-new-written-livvic-dialect.txt": {"num_bytes": 2117220, "checksum": "d91fb9e14fe239e1ce6992f47ef50adc936cbc0a8219cabe46554fe6a79ec366"}, "https://raw.githubusercontent.com/unimorph/olo/master/olo-syamozero-dialect.txt": {"num_bytes": 104, "checksum": "0d7f7e4e757ee291720fe12bc1a8848c594f5756db52195662ecdf056ed4a8fb"}, "https://raw.githubusercontent.com/unimorph/olo/master/olo-vedlozero-dialect.txt": {"num_bytes": 78, "checksum": "eec759b6bbd8a0dea625bc0ba05d2fd234bd153bc21f658d5e7156e661ccd8cc"}, "https://raw.githubusercontent.com/unimorph/olo/master/olo-vidlitsa-dialect.txt": {"num_bytes": 12345, "checksum": "9d840f8801af6c0c28121768d7ace2df657b9b8675bf251d985e49b3de504fea"}}, "download_size": 2130154, "post_processing_size": null, "dataset_size": 11232968, "size_in_bytes": 13363122}, "osx": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "osx", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3500590, "num_examples": 863, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/osx/master/osx": {"num_bytes": 759997, "checksum": "6482032485c6b099ca9e79b91db240b4eaa32b739127ead41a2875265849e86a"}}, "download_size": 759997, "post_processing_size": null, "dataset_size": 3500590, "size_in_bytes": 4260587}, "pol": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "pol", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 30855235, "num_examples": 10185, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/pol/master/pol": {"num_bytes": 6666266, "checksum": "948dd09419ccd4e06dae629f989fa2f75df5bd2c89ea90983c3e5c64b2675db0"}}, "download_size": 6666266, "post_processing_size": null, "dataset_size": 30855235, "size_in_bytes": 37521501}, "por": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "por", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 48530106, "num_examples": 4001, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/por/master/por": {"num_bytes": 10982524, "checksum": "af71c94afbb857b3875817d8edb8ea4a1211d902326b74de4d86de85ea348944"}}, "download_size": 10982524, "post_processing_size": null, "dataset_size": 48530106, "size_in_bytes": 59512630}, "pus": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "pus", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1176421, "num_examples": 395, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/pus/master/pus": {"num_bytes": 297043, "checksum": "564c5e0ad18482b3200bbdf71832119155ef2033e379b7273ae82955baa045bf"}}, "download_size": 297043, "post_processing_size": null, "dataset_size": 1176421, "size_in_bytes": 1473464}, "que": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "que", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 27823298, "num_examples": 1006, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/que/master/que": {"num_bytes": 6742890, "checksum": "240711578c129aea4f3e33d98f2cc6da2303eea7b83ce3c3d05521dbbc6ba3f2"}}, "download_size": 6742890, "post_processing_size": null, "dataset_size": 27823298, "size_in_bytes": 34566188}, "ron": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ron", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 13187957, "num_examples": 4405, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ron/master/ron": {"num_bytes": 2990521, "checksum": "0c007e572cacf37b0e538f024cea9e630cc17669c4faa7a5054655530871fd22"}}, "download_size": 2990521, "post_processing_size": null, "dataset_size": 13187957, "size_in_bytes": 16178478}, "rus": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "rus", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 77484460, "num_examples": 28068, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/rus/master/rus": {"num_bytes": 25151401, "checksum": "6c13f849fc12844b23f46e70a02a45a2f537e60c62c8ffd8798bdff3991dc880"}}, "download_size": 25151401, "post_processing_size": null, "dataset_size": 77484460, "size_in_bytes": 102635861}, "san": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "san", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 5500001, "num_examples": 917, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/san/master/san": {"num_bytes": 1788739, "checksum": "2ee128970334d8a2ba391f1e50b986d3c9a09f3ff2f1b77effbedccf76ea769e"}}, "download_size": 1788739, "post_processing_size": null, "dataset_size": 5500001, "size_in_bytes": 7288740}, "sga": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "sga", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 190479, "num_examples": 49, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/sga/master/sga": {"num_bytes": 43469, "checksum": "2234deeed0f585fe41d11295aa637e90c425ccaf27f89931a554265bc13d67e6"}}, "download_size": 43469, "post_processing_size": null, "dataset_size": 190479, "size_in_bytes": 233948}, "slv": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "slv", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 9071547, "num_examples": 2535, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/slv/master/slv": {"num_bytes": 1911039, "checksum": "18dd079cae1a1efba3e7133b64af1b7624b5a0006f214847f1f289b841db84a2"}}, "download_size": 1911039, "post_processing_size": null, "dataset_size": 9071547, "size_in_bytes": 10982586}, "sme": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "sme", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 9764653, "num_examples": 2103, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/sme/master/sme": {"num_bytes": 2050015, "checksum": "e1f59ff6621557a89f91d8401a7397450e12a193414c30fa1912d688adff4096"}}, "download_size": 2050015, "post_processing_size": null, "dataset_size": 9764653, "size_in_bytes": 11814668}, "spa": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "spa", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 61472202, "num_examples": 5460, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/spa/master/spa": {"num_bytes": 14386131, "checksum": "99c0b2959dcbcbd6783ebb98ffe915440410980737a0795b64ff820ee92e77ed"}}, "download_size": 14386131, "post_processing_size": null, "dataset_size": 61472202, "size_in_bytes": 75858333}, "sqi": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "sqi", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 5422400, "num_examples": 589, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/sqi/master/sqi": {"num_bytes": 1261468, "checksum": "f0e00a1cfb2b07a1b057987edcd8eeb3ba4c57ad8e6bbb978f091292b0cfdb84"}}, "download_size": 1261468, "post_processing_size": null, "dataset_size": 5422400, "size_in_bytes": 6683868}, "swc": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "swc", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1694529, "num_examples": 100, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/swc/master/swc": {"num_bytes": 414624, "checksum": "fed7a61f279f5f1db3216cf33aa72cea9cb16fdf175d884508c187e03ef4a924"}}, "download_size": 414624, "post_processing_size": null, "dataset_size": 1694529, "size_in_bytes": 2109153}, "swe": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "swe", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 12897827, "num_examples": 10553, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/swe/master/swe": {"num_bytes": 2709960, "checksum": "02add558eb10533cb21190c06f9fc13ef54b2fcc4c86e8f1f02e1a7b711d356f"}}, "download_size": 2709960, "post_processing_size": null, "dataset_size": 12897827, "size_in_bytes": 15607787}, "syc": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "syc", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 553392, "num_examples": 160, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/syc/master/syc": {"num_bytes": 130000, "checksum": "84505b23a98bb9f74d01492106c8ef01e227cf2a494f39531c76d13a97b56729"}}, "download_size": 130000, "post_processing_size": null, "dataset_size": 553392, "size_in_bytes": 683392}, "tat": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "tat", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1203356, "num_examples": 1283, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/tat/master/tat": {"num_bytes": 194277, "checksum": "291dff3a570fc4f30ff16146ef74550df4ff6afd45f8e5b2193f0bfd6319372d"}}, "download_size": 194277, "post_processing_size": null, "dataset_size": 1203356, "size_in_bytes": 1397633}, "tel": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "tel", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 285769, "num_examples": 127, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/tel/master/tel": {"num_bytes": 95069, "checksum": "369009d424e9d9ab81d85d20c71e36a8ebfb1323cc2b29b8bff2238f84cec78d"}}, "download_size": 95069, "post_processing_size": null, "dataset_size": 285769, "size_in_bytes": 380838}, "tgk": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "tgk", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 25276, "num_examples": 75, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/tgk/master/tgk": {"num_bytes": 2366, "checksum": "bad86ca5f790b6ef40fc34a366d661bbde5dcffa3471ba6aacf0a50e0fc10663"}}, "download_size": 2366, "post_processing_size": null, "dataset_size": 25276, "size_in_bytes": 27642}, "tuk": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "tuk", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 127712, "num_examples": 68, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/tuk/master/tuk": {"num_bytes": 20540, "checksum": "a55fd886ed0f5522035e0f1d776d00a0393f51a42e0560dc53f6e6bbb54df773"}}, "download_size": 20540, "post_processing_size": null, "dataset_size": 127712, "size_in_bytes": 148252}, "tur": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "tur", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 44723850, "num_examples": 3579, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/tur/master/tur": {"num_bytes": 11552946, "checksum": "e5ee041cedb7cc4f1cb24eb3d2b19fb64b22cdcb8cf515c18536f2d36283e34e"}}, "download_size": 11552946, "post_processing_size": null, "dataset_size": 44723850, "size_in_bytes": 56276796}, "ukr": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "ukr", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 3299187, "num_examples": 1493, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/ukr/master/ukr": {"num_bytes": 870660, "checksum": "c0ad5ba0348b829b2363a215f712b84c4d302535ebb97557d93082e4f32eab42"}}, "download_size": 870660, "post_processing_size": null, "dataset_size": 3299187, "size_in_bytes": 4169847}, "urd": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "urd", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2197237, "num_examples": 182, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/urd/master/urd": {"num_bytes": 685613, "checksum": "3a3129d858c7c02d0ec5c8971f5b60842813dbe2513efaf7effd22842dcff4a3"}}, "download_size": 685613, "post_processing_size": null, "dataset_size": 2197237, "size_in_bytes": 2882850}, "uzb": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "uzb", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 196802, "num_examples": 15, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/uzb/master/uzb": {"num_bytes": 41921, "checksum": "bd31a9361cbf0a7016d1925793a4dfcc6775d36b7a7218d4c60d9e979cdd65dd"}}, "download_size": 41921, "post_processing_size": null, "dataset_size": 196802, "size_in_bytes": 238723}, "vec": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "vec", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2892987, "num_examples": 368, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/vec/master/vec": {"num_bytes": 615931, "checksum": "2e7bb1e9203b90e2cd8803058a06556bfec35726fb58c28c16f33afdc7f505d5"}}, "download_size": 615931, "post_processing_size": null, "dataset_size": 2892987, "size_in_bytes": 3508918}, "vep": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "vep", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"central_eastern": {"name": "central_eastern", "num_bytes": 500981, "num_examples": 65, "dataset_name": "universal_morphologies"}, "central_western": {"name": "central_western", "num_bytes": 2527618, "num_examples": 111, "dataset_name": "universal_morphologies"}, "new_written": {"name": "new_written", "num_bytes": 79899484, "num_examples": 9304, "dataset_name": "universal_morphologies"}, "northern": {"name": "northern", "num_bytes": 175242, "num_examples": 21, "dataset_name": "universal_morphologies"}, "southern": {"name": "southern", "num_bytes": 206289, "num_examples": 17, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/vep/master/vep-central-eastern-veps.txt": {"num_bytes": 105456, "checksum": "fda0444d4c7cc53691a49d720f28c2e65d742c5c634e4be58e6edb700c98bc28"}, "https://raw.githubusercontent.com/unimorph/vep/master/vep-central-western-veps.txt": {"num_bytes": 616194, "checksum": "1196422821fce6362296d599f2833dc3de2a7eb3ea838ec68cc0af4f043cfbe4"}, "https://raw.githubusercontent.com/unimorph/vep/master/vep-new-written-veps.txt": {"num_bytes": 19326598, "checksum": "4f6d7ebc3018055ebc2dff3106e356bc69c1afe612e0a98313295a46046d3fa5"}, "https://raw.githubusercontent.com/unimorph/vep/master/vep-northern-veps.txt": {"num_bytes": 37166, "checksum": "79734346605a6bf9360d13dd7998d549633eac2e8851d327d1b02425299a694d"}, "https://raw.githubusercontent.com/unimorph/vep/master/vep-southern-veps.txt": {"num_bytes": 45737, "checksum": "7e581ec0139170f46db71081e10fadb0e1083abc4983f8021b11ea330d4e560a"}}, "download_size": 20131151, "post_processing_size": null, "dataset_size": 83309614, "size_in_bytes": 103440765}, "vot": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "vot", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 217663, "num_examples": 55, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/vot/master/vot": {"num_bytes": 37179, "checksum": "d4e462f3479dc8ef65816f07c35456330f590fe7043e942964ca9cec927df154"}}, "download_size": 37179, "post_processing_size": null, "dataset_size": 217663, "size_in_bytes": 254842}, "xcl": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "xcl", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 16856327, "num_examples": 4300, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/xcl/master/xcl": {"num_bytes": 4950513, "checksum": "f1d408bad34bb2c57fba41665b3ce671631cd55e9eb1e849a0067047aebcc0e3"}}, "download_size": 4950513, "post_processing_size": null, "dataset_size": 16856327, "size_in_bytes": 21806840}, "xno": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "xno", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 48938, "num_examples": 5, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/xno/master/xno": {"num_bytes": 9641, "checksum": "fddab7633e082cbb380711a61da6f426b6c43a3f441f90d7e42ff26b15187eb9"}}, "download_size": 9641, "post_processing_size": null, "dataset_size": 48938, "size_in_bytes": 58579}, "yid": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "yid", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 1409582, "num_examples": 803, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/yid/master/yid": {"num_bytes": 429391, "checksum": "fab02220c852018707a760e98e07b7111f37f31781edf09f2fef1d39474337c8"}}, "download_size": 429391, "post_processing_size": null, "dataset_size": 1409582, "size_in_bytes": 1838973}, "zul": {"description": "The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world\u2019s languages.\nThe goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning,\ntypically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema.\nThe specification of the schema is described in Sylak-Glassman (2016).\n", "citation": "@article{sylak2016composition,\n  title={The composition and use of the universal morphological feature schema (unimorph schema)},\n  author={Sylak-Glassman, John},\n  journal={Johns Hopkins University},\n  year={2016}\n}\n", "homepage": "https://unimorph.github.io/", "license": "CC-BY-SA-3.0", "features": {"lemma": {"dtype": "string", "id": null, "_type": "Value"}, "forms": {"feature": {"word": {"dtype": "string", "id": null, "_type": "Value"}, "Aktionsart": {"feature": {"num_classes": 10, "names": ["STAT", "DYN", "TEL", "ATEL", "PCT", "DUR", "ACH", "ACCMP", "SEMEL", "ACTY"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Animacy": {"feature": {"num_classes": 4, "names": ["ANIM", "INAN", "HUM", "NHUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Argument_Marking": {"feature": {"num_classes": 36, "names": ["ARGNO1S", "ARGNO2S", "ARGNO3S", "ARGNO1P", "ARGNO2P", "ARGNO3P", "ARGAC1S", "ARGAC2S", "ARGAC3S", "ARGAC1P", "ARGAC2P", "ARGAC3P", "ARGAB1S", "ARGAB2S", "ARGAB3S", "ARGAB1P", "ARGAB2P", "ARGAB3P", "ARGER1S", "ARGER2S", "ARGER3S", "ARGER1P", "ARGER2P", "ARGER3P", "ARGDA1S", "ARGDA2S", "ARGDA3S", "ARGDA1P", "ARGDA2P", "ARGDA3P", "ARGBE1S", "ARGBE2S", "ARGBE3S", "ARGBE1P", "ARGBE2P", "ARGBE3P"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Aspect": {"feature": {"num_classes": 7, "names": ["IPFV", "PFV", "PRF", "PROG", "PROSP", "ITER", "HAB"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Case": {"feature": {"num_classes": 40, "names": ["NOM", "ACC", "ERG", "ABS", "NOMS", "DAT", "BEN", "PRP", "GEN", "REL", "PRT", "INS", "COM", "VOC", "COMPV", "EQTV", "PRIV", "PROPR", "AVR", "FRML", "TRANS", "BYWAY", "INTER", "AT", "POST", "IN", "CIRC", "ANTE", "APUD", "ON", "ONHR", "ONVR", "SUB", "REM", "PROXM", "ESS", "ALL", "ABL", "APPRX", "TERM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Comparison": {"feature": {"num_classes": 5, "names": ["CMPR", "SPRL", "AB", "RL", "EQT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Definiteness": {"feature": {"num_classes": 4, "names": ["DEF", "INDF", "SPEC", "NSPEC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Deixis": {"feature": {"num_classes": 12, "names": ["PROX", "MED", "REMT", "REF1", "REF2", "NOREF", "PHOR", "VIS", "NVIS", "ABV", "EVEN", "BEL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Evidentiality": {"feature": {"num_classes": 12, "names": ["FH", "DRCT", "SEN", "VISU", "NVSEN", "AUD", "NFH", "QUOT", "RPRT", "HRSY", "INFER", "ASSUM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Finiteness": {"feature": {"num_classes": 2, "names": ["FIN", "NFIN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Gender": {"feature": {"num_classes": 34, "names": ["MASC", "FEM", "NEUT", "NAKH1", "NAKH2", "NAKH3", "NAKH4", "NAKH5", "NAKH6", "NAKH7", "NAKH8", "BANTU1", "BANTU2", "BANTU3", "BANTU4", "BANTU5", "BANTU6", "BANTU7", "BANTU8", "BANTU9", "BANTU10", "BANTU11", "BANTU12", "BANTU13", "BANTU14", "BANTU15", "BANTU16", "BANTU17", "BANTU18", "BANTU19", "BANTU20", "BANTU21", "BANTU22", "BANTU23"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Information_Structure": {"feature": {"num_classes": 2, "names": ["TOP", "FOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Interrogativity": {"feature": {"num_classes": 2, "names": ["DECL", "INT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Language_Specific": {"feature": {"num_classes": 10, "names": ["LGSPEC1", "LGSPEC2", "LGSPEC3", "LGSPEC4", "LGSPEC5", "LGSPEC6", "LGSPEC7", "LGSPEC8", "LGSPEC9", "LGSPEC10"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Mood": {"feature": {"num_classes": 19, "names": ["IND", "SBJV", "REAL", "IRR", "AUPRP", "AUNPRP", "IMP", "COND", "PURP", "INTEN", "POT", "LKLY", "ADM", "OBLIG", "DEB", "PERM", "DED", "SIM", "OPT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Number": {"feature": {"num_classes": 8, "names": ["SG", "PL", "GRPL", "DU", "TRI", "PAUC", "GRPAUC", "INVN"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Part_Of_Speech": {"feature": {"num_classes": 19, "names": ["N", "PROPN", "ADJ", "PRO", "CLF", "ART", "DET", "V", "ADV", "AUX", "V.PTCP", "V.MSDR", "V.CVB", "ADP", "COMP", "CONJ", "NUM", "PART", "INTJ"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Person": {"feature": {"num_classes": 9, "names": ["0", "1", "2", "3", "4", "INCL", "EXCL", "PRX", "OBV"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Polarity": {"feature": {"num_classes": 2, "names": ["POS", "NEG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Politeness": {"feature": {"num_classes": 13, "names": ["INFM", "FORM", "ELEV", "HUMB", "POL", "AVOID", "LOW", "HIGH", "STELEV", "STSUPR", "LIT", "FOREG", "COL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Possession": {"feature": {"num_classes": 28, "names": ["ALN", "NALN", "PSS1S", "PSS2S", "PSS2SF", "PSS2SM", "PSS2SINFM", "PSS2SFORM", "PSS3S", "PSS3SF", "PSS3SM", "PSS1D", "PSS1DI", "PSS1DE", "PSS2D", "PSS2DM", "PSS2DF", "PSS3D", "PSS3DF", "PSS3DM", "PSS1P", "PSS1PI", "PSS1PE", "PSS2P", "PSS2PF", "PSS2PM", "PSS3PF", "PSS3PM"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Switch_Reference": {"feature": {"num_classes": 8, "names": ["SS", "SSADV", "DS", "DSADV", "OR", "SIMMA", "SEQMA", "LOG"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Tense": {"feature": {"num_classes": 8, "names": ["PRS", "PST", "FUT", "IMMED", "HOD", "1DAY", "RCT", "RMT"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Valency": {"feature": {"num_classes": 8, "names": ["IMPRS", "INTR", "TR", "DITR", "REFL", "RECP", "CAUS", "APPL"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Voice": {"feature": {"num_classes": 13, "names": ["ACT", "MID", "PASS", "ANTIP", "DIR", "INV", "AGFOC", "PFOC", "LFOC", "BFOC", "ACFOC", "IFOC", "CFOC"], "names_file": null, "id": null, "_type": "ClassLabel"}, "length": -1, "id": null, "_type": "Sequence"}, "Other": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": null, "supervised_keys": null, "builder_name": "universal_morphologies", "config_name": "zul", "version": {"version_str": "1.0.0", "description": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 7152507, "num_examples": 566, "dataset_name": "universal_morphologies"}}, "download_checksums": {"https://raw.githubusercontent.com/unimorph/zul/master/zul": {"num_bytes": 1581402, "checksum": "3762e371326fc74a1a7c513a38fd86eef00b1c14ca48148e119910c4b1e18450"}}, "download_size": 1581402, "post_processing_size": null, "dataset_size": 7152507, "size_in_bytes": 8733909}}