| { | |
| "lang":"ro", | |
| "name":"core_news_lg", | |
| "version":"3.1.0", | |
| "description":"Romanian pipeline optimized for CPU. Components: tok2vec, tagger, parser, senter, ner, attribute_ruler, lemmatizer.", | |
| "author":"Explosion", | |
| "email":"contact@explosion.ai", | |
| "url":"https://explosion.ai", | |
| "license":"CC BY-SA 4.0", | |
| "spacy_version":">=3.1.0,<3.2.0", | |
| "spacy_git_version":"caba63b74", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":500000, | |
| "keys":500000, | |
| "name":"ro_vectors" | |
| }, | |
| "labels":{ | |
| "tok2vec":[ | |
| ], | |
| "tagger":[ | |
| "ARROW", | |
| "Af", | |
| "Afcfp-n", | |
| "Afcfson", | |
| "Afcfsrn", | |
| "Afcmpoy", | |
| "Afcms-n", | |
| "Afp", | |
| "Afp-p-n", | |
| "Afp-poy", | |
| "Afpf--n", | |
| "Afpfp-n", | |
| "Afpfp-ny", | |
| "Afpfpoy", | |
| "Afpfpry", | |
| "Afpfson", | |
| "Afpfsoy", | |
| "Afpfsrn", | |
| "Afpfsry", | |
| "Afpm--n", | |
| "Afpmp-n", | |
| "Afpmpoy", | |
| "Afpmpry", | |
| "Afpms-n", | |
| "Afpmsoy", | |
| "Afpmsry", | |
| "Afsfp-n", | |
| "Afsfsrn", | |
| "BULLET", | |
| "COLON", | |
| "COMMA", | |
| "Ccssp", | |
| "Ccsspy", | |
| "Crssp", | |
| "Csssp", | |
| "Cssspy", | |
| "DASH", | |
| "DBLQ", | |
| "Dd3-po---e", | |
| "Dd3-po---o", | |
| "Dd3fpo", | |
| "Dd3fpr", | |
| "Dd3fpr---e", | |
| "Dd3fpr---o", | |
| "Dd3fpr--y", | |
| "Dd3fso", | |
| "Dd3fso---e", | |
| "Dd3fsr", | |
| "Dd3fsr---e", | |
| "Dd3fsr---o", | |
| "Dd3fsr--yo", | |
| "Dd3mpo", | |
| "Dd3mpr", | |
| "Dd3mpr---e", | |
| "Dd3mpr---o", | |
| "Dd3mso---e", | |
| "Dd3msr", | |
| "Dd3msr---e", | |
| "Dd3msr---o", | |
| "Dh1ms", | |
| "Dh3fp", | |
| "Dh3fso", | |
| "Dh3fsr", | |
| "Dh3mp", | |
| "Dh3ms", | |
| "Di3", | |
| "Di3-----y", | |
| "Di3--r---e", | |
| "Di3-po", | |
| "Di3-po---e", | |
| "Di3-sr", | |
| "Di3-sr---e", | |
| "Di3-sr--y", | |
| "Di3fp", | |
| "Di3fpr", | |
| "Di3fpr---e", | |
| "Di3fso", | |
| "Di3fso---e", | |
| "Di3fsr", | |
| "Di3fsr---e", | |
| "Di3mp", | |
| "Di3mpr", | |
| "Di3mpr---e", | |
| "Di3ms", | |
| "Di3ms----e", | |
| "Di3mso---e", | |
| "Di3msr", | |
| "Di3msr---e", | |
| "Ds1fp-p", | |
| "Ds1fp-s", | |
| "Ds1fsop", | |
| "Ds1fsos", | |
| "Ds1fsrp", | |
| "Ds1fsrs", | |
| "Ds1fsrs-y", | |
| "Ds1mp-p", | |
| "Ds1mp-s", | |
| "Ds1ms-p", | |
| "Ds1ms-s", | |
| "Ds1msrs-y", | |
| "Ds2---s", | |
| "Ds2fp-p", | |
| "Ds2fp-s", | |
| "Ds2fsrp", | |
| "Ds2fsrs", | |
| "Ds2mp-p", | |
| "Ds2mp-s", | |
| "Ds2ms-p", | |
| "Ds2ms-s", | |
| "Ds3---p", | |
| "Ds3---s", | |
| "Ds3fp-s", | |
| "Ds3fsos", | |
| "Ds3fsrs", | |
| "Ds3mp-s", | |
| "Ds3ms-s", | |
| "Dw3--r---e", | |
| "Dw3-po---e", | |
| "Dw3fpr", | |
| "Dw3fso---e", | |
| "Dw3fsr", | |
| "Dw3mpr", | |
| "Dw3mso---e", | |
| "Dw3msr", | |
| "Dz3fsr---e", | |
| "Dz3mso---e", | |
| "Dz3msr---e", | |
| "EQUAL", | |
| "EXCL", | |
| "EXCLHELLIP", | |
| "GE", | |
| "GT", | |
| "HELLIP", | |
| "I", | |
| "LCURL", | |
| "LPAR", | |
| "LSQR", | |
| "LT", | |
| "M", | |
| "Mc", | |
| "Mc-p-d", | |
| "Mc-p-l", | |
| "Mcfp-l", | |
| "Mcfp-ln", | |
| "Mcfprln", | |
| "Mcfprly", | |
| "Mcfsoln", | |
| "Mcfsrln", | |
| "Mcmp-l", | |
| "Mcms-ln", | |
| "Mcmsrl", | |
| "Mcmsrly", | |
| "Mffprln", | |
| "Mffsrln", | |
| "Mlfpo", | |
| "Mlfpr", | |
| "Mlmpr", | |
| "Mo---l", | |
| "Mo---ln", | |
| "Mo-s-r", | |
| "Mofp-ln", | |
| "Mofpoly", | |
| "Mofprly", | |
| "Mofs-l", | |
| "Mofsoln", | |
| "Mofsoly", | |
| "Mofsrln", | |
| "Mofsrly", | |
| "Mompoly", | |
| "Momprly", | |
| "Moms-l", | |
| "Moms-ln", | |
| "Momsoly", | |
| "Momsrly", | |
| "Nc", | |
| "Nc---n", | |
| "Ncf--n", | |
| "Ncfp-n", | |
| "Ncfpoy", | |
| "Ncfpry", | |
| "Ncfs-n", | |
| "Ncfson", | |
| "Ncfsoy", | |
| "Ncfsrn", | |
| "Ncfsry", | |
| "Ncfsryy", | |
| "Ncfsvy", | |
| "Ncm--n", | |
| "Ncmp-n", | |
| "Ncmpoy", | |
| "Ncmpry", | |
| "Ncms-n", | |
| "Ncms-ny", | |
| "Ncms-y", | |
| "Ncmsoy", | |
| "Ncmsrn", | |
| "Ncmsry", | |
| "Ncmsryy", | |
| "Ncmsvn", | |
| "Ncmsvy", | |
| "Np", | |
| "Npfson", | |
| "Npfsoy", | |
| "Npfsrn", | |
| "Npfsry", | |
| "Npmpoy", | |
| "Npmpry", | |
| "Npms-n", | |
| "Npmsoy", | |
| "Npmsry", | |
| "PERCENT", | |
| "PERIOD", | |
| "PLUS", | |
| "PLUSMINUS", | |
| "Pd3-po", | |
| "Pd3fpr", | |
| "Pd3fso", | |
| "Pd3fsr", | |
| "Pd3mpo", | |
| "Pd3mpr", | |
| "Pd3mpr--y", | |
| "Pd3mso", | |
| "Pd3msr", | |
| "Pi3", | |
| "Pi3--r", | |
| "Pi3-po", | |
| "Pi3-so", | |
| "Pi3-sr", | |
| "Pi3fpr", | |
| "Pi3fso", | |
| "Pi3fsr", | |
| "Pi3mpr", | |
| "Pi3mso", | |
| "Pi3msr", | |
| "Pi3msr--y", | |
| "Pp1-pa--------w", | |
| "Pp1-pa--y-----w", | |
| "Pp1-pd--------s", | |
| "Pp1-pd--------w", | |
| "Pp1-pd--y-----w", | |
| "Pp1-pr--------s", | |
| "Pp1-sa--------s", | |
| "Pp1-sa--------w", | |
| "Pp1-sa--y-----w", | |
| "Pp1-sd--------s", | |
| "Pp1-sd--------w", | |
| "Pp1-sd--y-----w", | |
| "Pp1-sn--------s", | |
| "Pp2-----------s", | |
| "Pp2-pa--------w", | |
| "Pp2-pa--y-----w", | |
| "Pp2-pd--------w", | |
| "Pp2-pd--y-----w", | |
| "Pp2-pr--------s", | |
| "Pp2-sa--------s", | |
| "Pp2-sa--------w", | |
| "Pp2-sa--y-----w", | |
| "Pp2-sd--------s", | |
| "Pp2-sd--------w", | |
| "Pp2-sd--y-----w", | |
| "Pp2-sn--------s", | |
| "Pp2-so--------s", | |
| "Pp2-sr--------s", | |
| "Pp3-p---------s", | |
| "Pp3-pd--------w", | |
| "Pp3-pd--y-----w", | |
| "Pp3-po--------s", | |
| "Pp3-sd--------w", | |
| "Pp3-sd--y-----w", | |
| "Pp3fpa--------w", | |
| "Pp3fpa--y-----w", | |
| "Pp3fpr--------s", | |
| "Pp3fs---------s", | |
| "Pp3fsa--------w", | |
| "Pp3fsa--y-----w", | |
| "Pp3fso--------s", | |
| "Pp3fsr--------s", | |
| "Pp3fsr--y-----s", | |
| "Pp3mpa--------w", | |
| "Pp3mpa--y-----w", | |
| "Pp3mpr--------s", | |
| "Pp3ms---------s", | |
| "Pp3msa--------w", | |
| "Pp3msa--y-----w", | |
| "Pp3mso--------s", | |
| "Pp3msr--------s", | |
| "Pp3msr--y-----s", | |
| "Ps1fp-s", | |
| "Ps1fsrp", | |
| "Ps1fsrs", | |
| "Ps1mp-p", | |
| "Ps1ms-p", | |
| "Ps2fp-s", | |
| "Ps2fsrp", | |
| "Ps2fsrs", | |
| "Ps2ms-s", | |
| "Ps3---p", | |
| "Ps3---s", | |
| "Ps3fp-s", | |
| "Ps3fsrs", | |
| "Ps3mp-s", | |
| "Ps3ms-s", | |
| "Pw3--r", | |
| "Pw3-po", | |
| "Pw3-so", | |
| "Pw3fpr", | |
| "Pw3fso", | |
| "Pw3mpr", | |
| "Pw3mso", | |
| "Px3--a--------s", | |
| "Px3--a--------w", | |
| "Px3--a--y-----w", | |
| "Px3--d--------w", | |
| "Px3--d--y-----w", | |
| "Pz3-sr", | |
| "Pz3fsr", | |
| "QUEST", | |
| "QUOT", | |
| "Qf", | |
| "Qn", | |
| "Qs", | |
| "Qs-y", | |
| "Qz", | |
| "Qz-y", | |
| "RCURL", | |
| "RPAR", | |
| "RSQR", | |
| "Rc", | |
| "Rgc", | |
| "Rgp", | |
| "Rgpy", | |
| "Rgs", | |
| "Rp", | |
| "Rw", | |
| "Rw-y", | |
| "Rz", | |
| "SCOLON", | |
| "SLASH", | |
| "STAR", | |
| "Sp", | |
| "Spsa", | |
| "Spsay", | |
| "Spsd", | |
| "Spsg", | |
| "Td-po", | |
| "Tdfpr", | |
| "Tdfso", | |
| "Tdfsr", | |
| "Tdmpr", | |
| "Tdmso", | |
| "Tdmsr", | |
| "Tf-so", | |
| "Tffpoy", | |
| "Tffpry", | |
| "Tffs-y", | |
| "Tfmpoy", | |
| "Tfms-y", | |
| "Tfmsoy", | |
| "Tfmsry", | |
| "Ti-po", | |
| "Tifp-y", | |
| "Tifso", | |
| "Tifsr", | |
| "Timso", | |
| "Timsr", | |
| "Tsfp", | |
| "Tsfs", | |
| "Tsmp", | |
| "Tsms", | |
| "UNDERSC", | |
| "Va--1", | |
| "Va--1-----y", | |
| "Va--1p", | |
| "Va--1s", | |
| "Va--1s----y", | |
| "Va--2p", | |
| "Va--2p----y", | |
| "Va--2s", | |
| "Va--2s----y", | |
| "Va--3", | |
| "Va--3-----y", | |
| "Va--3p", | |
| "Va--3p----y", | |
| "Va--3s", | |
| "Va--3s----y", | |
| "Vag", | |
| "Vaii1", | |
| "Vaii2s", | |
| "Vaii3p", | |
| "Vaii3s", | |
| "Vail3p", | |
| "Vail3s", | |
| "Vaip1p", | |
| "Vaip1s", | |
| "Vaip2p", | |
| "Vaip2s", | |
| "Vaip3p", | |
| "Vaip3p----y", | |
| "Vaip3s", | |
| "Vaip3s----y", | |
| "Vais3p", | |
| "Vais3s", | |
| "Vam-2s", | |
| "Vanp", | |
| "Vap--sm", | |
| "Vasp1p", | |
| "Vasp1s", | |
| "Vasp2p", | |
| "Vasp2s", | |
| "Vasp3", | |
| "Vmg", | |
| "Vmg-------y", | |
| "Vmii1", | |
| "Vmii1-----y", | |
| "Vmii2p", | |
| "Vmii2s", | |
| "Vmii3p", | |
| "Vmii3p----y", | |
| "Vmii3s", | |
| "Vmii3s----y", | |
| "Vmil1", | |
| "Vmil1p", | |
| "Vmil2s", | |
| "Vmil3p", | |
| "Vmil3p----y", | |
| "Vmil3s", | |
| "Vmil3s----y", | |
| "Vmip1p", | |
| "Vmip1p----y", | |
| "Vmip1s", | |
| "Vmip1s----y", | |
| "Vmip2p", | |
| "Vmip2s", | |
| "Vmip2s----y", | |
| "Vmip3", | |
| "Vmip3-----y", | |
| "Vmip3p", | |
| "Vmip3s", | |
| "Vmip3s----y", | |
| "Vmis1p", | |
| "Vmis1s", | |
| "Vmis3p", | |
| "Vmis3p----y", | |
| "Vmis3s", | |
| "Vmis3s----y", | |
| "Vmm-2p", | |
| "Vmm-2s", | |
| "Vmnp", | |
| "Vmnp------y", | |
| "Vmp--pf", | |
| "Vmp--pm", | |
| "Vmp--sf", | |
| "Vmp--sm", | |
| "Vmp--sm---y", | |
| "Vmsp1p", | |
| "Vmsp1s", | |
| "Vmsp2s", | |
| "Vmsp3", | |
| "Vmsp3-----y", | |
| "X", | |
| "Y", | |
| "Ya", | |
| "Yn", | |
| "Ynfsoy", | |
| "Ynfsry", | |
| "Ynmsoy", | |
| "Ynmsry", | |
| "Yp", | |
| "Yp-sr", | |
| "Yr" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "acl", | |
| "advcl", | |
| "advcl:tcl", | |
| "advmod", | |
| "advmod:tmod", | |
| "amod", | |
| "appos", | |
| "aux", | |
| "aux:pass", | |
| "case", | |
| "cc", | |
| "cc:preconj", | |
| "ccomp", | |
| "ccomp:pmod", | |
| "compound", | |
| "conj", | |
| "cop", | |
| "csubj", | |
| "csubj:pass", | |
| "dep", | |
| "det", | |
| "expl", | |
| "expl:impers", | |
| "expl:pass", | |
| "expl:poss", | |
| "expl:pv", | |
| "fixed", | |
| "flat", | |
| "goeswith", | |
| "iobj", | |
| "mark", | |
| "nmod", | |
| "nmod:agent", | |
| "nmod:pmod", | |
| "nmod:tmod", | |
| "nsubj", | |
| "nsubj:pass", | |
| "nummod", | |
| "obj", | |
| "obl", | |
| "orphan", | |
| "parataxis", | |
| "punct", | |
| "vocative", | |
| "xcomp" | |
| ], | |
| "senter":[ | |
| "I", | |
| "S" | |
| ], | |
| "attribute_ruler":[ | |
| ], | |
| "lemmatizer":[ | |
| ], | |
| "ner":[ | |
| "DATETIME", | |
| "EVENT", | |
| "FACILITY", | |
| "GPE", | |
| "LANGUAGE", | |
| "LOC", | |
| "MONEY", | |
| "NAT_REL_POL", | |
| "NUMERIC_VALUE", | |
| "ORDINAL", | |
| "ORGANIZATION", | |
| "PERIOD", | |
| "PERSON", | |
| "PRODUCT", | |
| "QUANTITY", | |
| "WORK_OF_ART" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "tok2vec", | |
| "tagger", | |
| "parser", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "tagger", | |
| "parser", | |
| "senter", | |
| "attribute_ruler", | |
| "lemmatizer", | |
| "ner" | |
| ], | |
| "disabled":[ | |
| "senter" | |
| ], | |
| "performance":{ | |
| "token_acc":0.9990029326, | |
| "tag_acc":0.975315026, | |
| "pos_acc":0.965353945, | |
| "morph_acc":0.9760744713, | |
| "lemma_acc":0.8186589263, | |
| "dep_uas":0.8904573687, | |
| "dep_las":0.8467281511, | |
| "ents_p":0.7588147037, | |
| "ents_r":0.7771801767, | |
| "ents_f":0.7678876447, | |
| "sents_p":0.9533954727, | |
| "sents_r":0.9521276596, | |
| "sents_f":0.9527611444, | |
| "speed":10281.5880630945, | |
| "morph_per_feat":{ | |
| "AdpType":{ | |
| "p":0.9970784641, | |
| "r":0.9941739492, | |
| "f":0.9956240884 | |
| }, | |
| "Case":{ | |
| "p":0.9896781203, | |
| "r":0.9840648211, | |
| "f":0.9868634886 | |
| }, | |
| "Variant":{ | |
| "p":0.9845559846, | |
| "r":0.9205776173, | |
| "f":0.9514925373 | |
| }, | |
| "Gender":{ | |
| "p":0.9840800225, | |
| "r":0.9782913165, | |
| "f":0.9811771316 | |
| }, | |
| "Number":{ | |
| "p":0.9833276236, | |
| "r":0.9778560073, | |
| "f":0.9805841827 | |
| }, | |
| "PronType":{ | |
| "p":0.9938366718, | |
| "r":0.987244898, | |
| "f":0.9905298183 | |
| }, | |
| "Definite":{ | |
| "p":0.9784728611, | |
| "r":0.9725676664, | |
| "f":0.9755113272 | |
| }, | |
| "Degree":{ | |
| "p":0.9530685921, | |
| "r":0.9428571429, | |
| "f":0.947935368 | |
| }, | |
| "Polarity":{ | |
| "p":0.9884467266, | |
| "r":0.985915493, | |
| "f":0.9871794872 | |
| }, | |
| "Mood":{ | |
| "p":0.9740072202, | |
| "r":0.9635714286, | |
| "f":0.9687612208 | |
| }, | |
| "Person":{ | |
| "p":0.9837338262, | |
| "r":0.9718772827, | |
| "f":0.9777696123 | |
| }, | |
| "Tense":{ | |
| "p":0.9730337079, | |
| "r":0.9572586588, | |
| "f":0.9650817236 | |
| }, | |
| "VerbForm":{ | |
| "p":0.9698996656, | |
| "r":0.9593572779, | |
| "f":0.9645996674 | |
| }, | |
| "NumForm":{ | |
| "p":0.9901960784, | |
| "r":0.9853658537, | |
| "f":0.9877750611 | |
| }, | |
| "NumType":{ | |
| "p":0.9927536232, | |
| "r":0.9856115108, | |
| "f":0.9891696751 | |
| }, | |
| "PartType":{ | |
| "p":0.9473684211, | |
| "r":0.9, | |
| "f":0.9230769231 | |
| }, | |
| "Strength":{ | |
| "p":0.9897959184, | |
| "r":0.9797979798, | |
| "f":0.9847715736 | |
| }, | |
| "Reflex":{ | |
| "p":0.9938461538, | |
| "r":0.990797546, | |
| "f":0.9923195084 | |
| }, | |
| "Poss":{ | |
| "p":0.9792387543, | |
| "r":0.9895104895, | |
| "f":0.9843478261 | |
| }, | |
| "Position":{ | |
| "p":0.9928057554, | |
| "r":0.9517241379, | |
| "f":0.9718309859 | |
| }, | |
| "Number[psor]":{ | |
| "p":0.9295774648, | |
| "r":0.9565217391, | |
| "f":0.9428571429 | |
| }, | |
| "Abbr":{ | |
| "p":0.9746835443, | |
| "r":0.9058823529, | |
| "f":0.9390243902 | |
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| "Foreign":{ | |
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| "sources":[ | |
| { | |
| "name":"Lemmatization Lists", | |
| "url":"https://github.com/michmech/lemmatization-lists/", | |
| "license":"ODbL", | |
| "author":"Michal M\u011bchura" | |
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| { | |
| "name":"UD Romanian RRT v2.5", | |
| "url":"https://github.com/UniversalDependencies/UD_Romanian-RRT", | |
| "license":"CC BY-SA 4.0", | |
| "author":"Barbu Mititelu, Verginica; Irimia, Elena; Perez, Cenel-Augusto; Ion, Radu; Simionescu, Radu; Popel, Martin" | |
| }, | |
| { | |
| "name":"RONEC - the Romanian Named Entity Corpus (ca9ce460)", | |
| "url":"https://github.com/dumitrescustefan/ronec", | |
| "license":"MIT", | |
| "author":"Dumitrescu, Stefan Daniel; Avram, Andrei-Marius; Morogan, Luciana; Toma; Stefan" | |
| }, | |
| { | |
| "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", | |
| "url":"https://spacy.io", | |
| "license":"CC0", | |
| "author":"Explosion" | |
| } | |
| ], | |
| "requirements":[ | |
| ] | |
| } |