{ "lang":"de", "name":"core_news_sm", "version":"3.4.0", "description":"German pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.", "author":"Explosion", "email":"contact@explosion.ai", "url":"https://explosion.ai", "license":"MIT", "spacy_version":">=3.4.0,<3.5.0", "spacy_git_version":"dd038b536", "vectors":{ "width":0, "vectors":0, "keys":0, "name":null }, "labels":{ "tok2vec":[ ], "tagger":[ "$(", "$,", "$.", "ADJA", "ADJD", "ADV", "APPO", "APPR", "APPRART", "APZR", "ART", "CARD", "FM", "ITJ", "KOKOM", "KON", "KOUI", "KOUS", "NE", "NN", "NNE", "PDAT", "PDS", "PIAT", "PIS", "PPER", "PPOSAT", "PPOSS", "PRELAT", "PRELS", "PRF", "PROAV", "PTKA", "PTKANT", "PTKNEG", "PTKVZ", "PTKZU", "PWAT", "PWAV", "PWS", "TRUNC", "VAFIN", "VAIMP", "VAINF", "VAPP", "VMFIN", "VMINF", "VMPP", "VVFIN", "VVIMP", "VVINF", "VVIZU", "VVPP", "XY", "_SP" ], "morphologizer":[ "POS=PUNCT", "Case=Nom|Gender=Masc|Number=Sing|POS=PROPN", "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", "POS=ADV", 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"Case=Acc|Gender=Masc|Number=Plur|POS=NOUN", "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel", "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind", "Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Case=Nom|Gender=Neut|Number=Plur|POS=NOUN", "Case=Acc|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel", "Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel", "Gender=Masc|POS=NOUN", "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", "Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art", "Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int", "Case=Gen|Gender=Masc|Number=Sing|POS=PROPN", "POS=SCONJ|PronType=Int", "Case=Acc|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs", "Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ", "Case=Nom|Number=Sing|POS=PRON|PronType=Ind", "Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art", "Case=Gen|Gender=Fem|Number=Plur|POS=NOUN", "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art", "Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Ind", "Case=Dat|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ", "Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", "Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind", "Case=Dat|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ", "Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ", "Gender=Neut|POS=PRON|PronType=Ind", "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Case=Dat|Number=Plur|POS=DET|Poss=Yes|PronType=Prs", "Case=Dat|Number=Plur|POS=NOUN", "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Ind", "Case=Nom|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", "Case=Dat|Gender=Masc|Number=Sing|POS=PROPN", "Case=Gen|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem", "Case=Dat|Gender=Fem|Number=Sing|POS=ADP", "Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Int", "Case=Gen|Number=Plur|POS=PROPN", "Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Dem", "Case=Acc|Gender=Neut|Number=Plur|POS=NOUN", "Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ", "Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art", "Case=Gen|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", "Degree=Cmp|POS=ADV", "Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Dem", "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art", "Case=Acc|Gender=Neut|Number=Sing|POS=ADP", "Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs", "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Int", "Case=Dat|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art", "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art", "Case=Gen|Gender=Masc|Number=Plur|POS=NOUN", "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Case=Acc|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ", "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Case=Gen|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs", "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin", "Case=Gen|Number=Sing|POS=PROPN", "Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art", "Case=Nom|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", "Case=Dat|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel", "Case=Acc|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ", "Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Ind", "Case=Gen|Gender=Neut|Number=Sing|POS=PROPN", "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Rel", "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Int", "Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Ind", "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art", "POS=X", "Case=Dat|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ", 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"Case=Nom|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ", "POS=SPACE", "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel", "POS=DET|PronType=Ind", "Case=Gen|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ", "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem", "Case=Dat|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs", "Case=Acc|Gender=Neut|Number=Sing|POS=PROPN", "Case=Nom|Gender=Fem|Number=Sing|POS=PROPN", "Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art", "Case=Dat|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art", "Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Ind", "Case=Dat|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", "Case=Dat|Number=Sing|POS=NOUN", "Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art", "Degree=Pos|POS=ADJ", "Case=Acc|Gender=Fem|Number=Sing|POS=PROPN", "Case=Acc|Degree=Pos|Number=Plur|POS=ADJ", "Case=Acc|Number=Plur|POS=NOUN", "Case=Dat|Number=Plur|POS=PRON|PronType=Rel", "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Dem", "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin", "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Case=Nom|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ", "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel", "Case=Nom|Gender=Neut|Number=Plur|POS=PRON|PronType=Rel", "POS=AUX|VerbForm=Inf", "Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Dem", "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin", "Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs", "Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Ind", "Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Case=Acc|POS=PRON|Person=3|PronType=Prs", "Case=Gen|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", "Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art", "Case=Dat|Gender=Fem|Number=Sing|POS=PROPN", "Case=Gen|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", "Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Ind", "Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ", "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel", "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art", "Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem", "Case=Dat|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin", "POS=ADV|PronType=Int", "Case=Nom|Gender=Masc|Number=Sing|POS=PRON|PronType=Int", "Case=Dat|Gender=Masc|Number=Sing|POS=PRON|PronType=Int", "POS=AUX|VerbForm=Part", "Case=Dat|Gender=Neut|Number=Plur|POS=DET|PronType=Ind", "Case=Dat|Number=Plur|POS=PRON|PronType=Ind", "Case=Nom|Number=Plur|POS=DET|PronType=Dem", "Case=Dat|Gender=Neut|Number=Sing|POS=DET|PronType=Dem", "Case=Dat|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art", "Case=Gen|Gender=Fem|Number=Sing|POS=PROPN", "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes", "Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs", "Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ", "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem", "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin", "Case=Dat|Gender=Fem|Number=Plur|POS=DET|PronType=Dem", "Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Ind", "Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs|Reflex=Yes", "Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs", "Case=Dat|Degree=Pos|Number=Plur|POS=ADJ", "Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs", "Case=Nom|Gender=Neut|Number=Sing|POS=PRON|PronType=Ind", "Case=Nom|Gender=Neut|Number=Sing|POS=PROPN", "Case=Nom|Number=Plur|POS=DET|PronType=Ind", "Degree=Sup|POS=ADV", "Case=Dat|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel", "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Ind", "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|PronType=Rel", "Case=Nom|Number=Sing|POS=NOUN", "Case=Acc|Definite=Def|Number=Plur|POS=DET|PronType=Art", "Case=Gen|Number=Sing|POS=NOUN", "Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Ind", "Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ", "Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Case=Acc|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs", "Case=Gen|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ", "Case=Nom|Number=Plur|POS=PRON|PronType=Dem", "Case=Nom|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem", "Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind", "Case=Acc|Number=Plur|POS=PRON|PronType=Ind", "Case=Dat|Number=Plur|POS=DET|PronType=Ind", "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin", "Case=Dat|Gender=Neut|Number=Sing|POS=PRON|PronType=Rel", "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art", "Case=Dat|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs", "Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Ind", "Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ", "Gender=Fem|POS=NOUN", "Case=Gen|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ", "Case=Dat|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ", "Case=Dat|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art", "Case=Nom|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs", "Case=Dat|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ", "Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Dem", "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind", "Case=Acc|Gender=Neut|Number=Plur|POS=DET|PronType=Ind", "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem", "Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Ind", "Case=Nom|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ", "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|PronType=Rel", "Case=Nom|Degree=Cmp|Number=Plur|POS=ADJ", "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Rel", "Case=Dat|Gender=Fem|Number=Plur|POS=PROPN", 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"Case=Nom|POS=PRON|PronType=Ind", "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes", "Case=Gen|Definite=Def|Gender=Fem|POS=DET|PronType=Art", "Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=2|PronType=Prs", "Case=Gen|POS=DET|PronType=Dem", "Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Prs", "Gender=Masc|POS=PRON|PronType=Ind", "Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Case=Nom|Gender=Fem|POS=PRON|PronType=Ind", "Case=Nom|Gender=Fem|POS=PROPN", "Gender=Neut|Number=Plur|POS=PROPN", "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind" ], "parser":[ "ROOT", "ac", "adc", "ag", "ams", "app", "avc", "cc", "cd", "cj", "cm", "cp", "cvc", "da", "dep", "dm", "ep", "ju", "mnr", "mo", "ng", "nk", "nmc", "oa", "oc", "og", "op", "par", "pd", "pg", "ph", "pm", "pnc", "punct", "rc", "re", "rs", "sb", "sbp", "svp", "uc", "vo" ], "attribute_ruler":[ ], "ner":[ "LOC", "MISC", "ORG", "PER" ] }, "pipeline":[ "tok2vec", "tagger", "morphologizer", "parser", "lemmatizer", "attribute_ruler", "ner" ], "components":[ "tok2vec", "tagger", "morphologizer", "parser", "lemmatizer", "senter", "attribute_ruler", "ner" ], "disabled":[ "senter" ], "performance":{ "token_acc":0.9998017682, "token_p":0.9991808044, "token_r":0.9990356034, "token_f":0.9991081986, "tag_acc":0.9738073213, "pos_acc":0.9801636073, "morph_acc":0.9075723536, "morph_micro_p":0.9508774779, "morph_micro_r":0.9521641414, "morph_micro_f":0.9515203747, "morph_per_feat":{ "Case":{ "p":0.9113372093, "r":0.913574917, "f":0.9124546912 }, "Definite":{ "p":0.9955601093, "r":0.9973768248, "f":0.996467639 }, "Gender":{ "p":0.928363799, "r":0.9374294423, "f":0.9328745963 }, "Number":{ "p":0.9701250954, "r":0.9718554552, "f":0.9709895044 }, "PronType":{ "p":0.9929268293, "r":0.9902700073, "f":0.9915966387 }, "Degree":{ "p":0.9767932489, "r":0.9698027579, "f":0.9732854515 }, "VerbForm":{ "p":0.9541461324, "r":0.9562976484, 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"speed":12505.215486266, "ents_p":0.8306554986, "ents_r":0.8150296538, "ents_f":0.8227683922, "ents_per_type":{ "LOC":{ "p":0.8503510196, "r":0.8528559454, "f":0.8516016405 }, "PER":{ "p":0.8560640732, "r":0.8842717345, "f":0.8699393066 }, "MISC":{ "p":0.7860396664, "r":0.7001685498, "f":0.7406233492 }, "ORG":{ "p":0.7711816945, "r":0.7245189417, "f":0.7471224276 } } }, "sources":[ { "name":"TIGER Corpus", "author":"Brants, Sabine, Stefanie Dipper, Peter Eisenberg, Silvia Hansen, Esther K\u00f6nig, Wolfgang Lezius, Christian Rohrer, George Smith, and Hans Uszkoreit", "url":"https://www.ims.uni-stuttgart.de/forschung/ressourcen/korpora/tiger.html", "license":"commercial (licensed by Explosion)" }, { "name":"Tiger2Dep", "url":"https://www.ims.uni-stuttgart.de/forschung/ressourcen/werkzeuge/tiger2dep/", "license":"Citation provided for reference, no code packaged with model", "author":"Wolfgang Seeker" }, { "name":"WikiNER", "url":"https://figshare.com/articles/Learning_multilingual_named_entity_recognition_from_Wikipedia/5462500", "license":"CC BY 4.0", "author":"Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran" } ], "requirements":[ ] }