{ "lang":"nb", "name":"core_news_md", "version":"3.4.0", "description":"Norwegian (Bokm\u00e5l) pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.", "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":300, "vectors":20000, "keys":500000, "name":"nb_vectors" }, "labels":{ "tok2vec":[ ], "morphologizer":[ "Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN", "POS=CCONJ", "Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN", "POS=SCONJ", "Definite=Def|Gender=Masc|Number=Sing|POS=NOUN", "Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN", "POS=PUNCT", "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin", "POS=ADP", "Gender=Masc|Number=Sing|POS=DET|PronType=Dem", "Definite=Def|Degree=Pos|Number=Sing|POS=ADJ", "POS=PROPN", "POS=X", "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin", "Definite=Def|Gender=Neut|Number=Sing|POS=NOUN", "POS=PRON|PronType=Rel", "Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin", "Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part", "Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ", "Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN", "Number=Plur|POS=ADJ|VerbForm=Part", "Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN", "POS=ADV", "Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Definite=Ind|Number=Sing|POS=ADJ|VerbForm=Part", "POS=VERB|VerbForm=Part", "Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN", "Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", "Degree=Pos|Number=Plur|POS=ADJ", "NumType=Card|Number=Plur|POS=NUM", "Definite=Def|Gender=Masc|Number=Plur|POS=NOUN", "Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes", "Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN", "POS=PART", "POS=VERB|VerbForm=Inf", "Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin", "Gender=Fem|POS=PROPN", "POS=NOUN", "Gender=Masc|POS=PROPN", "Gender=Neut|Number=Sing|POS=DET|PronType=Dem", "Gender=Masc|Number=Sing|POS=DET|PronType=Art", "Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN", "Abbr=Yes|POS=PROPN", "POS=PART|Polarity=Neg", "Number=Plur|POS=PRON|Poss=Yes|PronType=Prs", "Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN", "Case=Gen|POS=PROPN", "Gender=Fem|Number=Sing|POS=DET|PronType=Dem", "Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", "Definite=Def|Degree=Sup|POS=ADJ", "Case=Gen|Gender=Fem|POS=PROPN", "Number=Plur|POS=DET|PronType=Dem", "Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN", "Definite=Ind|Degree=Sup|POS=ADJ", "Definite=Def|Gender=Fem|Number=Plur|POS=NOUN", "Gender=Neut|POS=PROPN", "Number=Plur|POS=DET|PronType=Int", "Definite=Def|Gender=Neut|Number=Plur|POS=NOUN", "Definite=Def|POS=DET|PronType=Dem", "Gender=Neut|Number=Sing|POS=DET|PronType=Art", "Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass", "Abbr=Yes|Case=Gen|POS=PROPN", "Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Degree=Cmp|POS=ADJ", "POS=ADJ|VerbForm=Part", "Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", "Abbr=Yes|POS=ADP", "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Prs", "Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN", "POS=AUX|VerbForm=Part", "POS=PRON|PronType=Int", "Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", "Number=Plur|POS=PRON|Person=3|PronType=Ind,Prs", "Number=Plur|POS=DET|PronType=Ind", "Degree=Pos|POS=ADJ", "Animacy=Hum|Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs", "POS=VERB|VerbForm=Inf|Voice=Pass", "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Dem", "Gender=Neut|Number=Sing|POS=DET|PronType=Ind", "Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs", "Number=Plur|POS=DET|Polarity=Neg|PronType=Neg", "NumType=Card|POS=NUM", "Gender=Masc|Number=Sing|POS=DET|PronType=Ind", "POS=DET|PronType=Prs", "Gender=Fem|Number=Sing|POS=DET|PronType=Ind", "Case=Gen|Gender=Neut|POS=PROPN", "Gender=Masc|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg", "Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part", "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", "POS=AUX|VerbForm=Inf", "Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs", "Case=Gen|Degree=Pos|Number=Plur|POS=ADJ", "Number=Plur|POS=DET|PronType=Tot", "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem", "Number=Plur|POS=DET|PronType=Prs", "POS=SYM", "Gender=Neut|NumType=Card|Number=Sing|POS=NUM", "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|PronType=Prs", "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Prs", "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN", "Abbr=Yes|POS=ADV", "Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Dem", "Gender=Masc|Number=Sing|POS=DET|PronType=Tot", "Definite=Def|POS=DET|PronType=Prs", "Animacy=Hum|Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Gender=Neut|POS=NOUN", "Gender=Neut|Number=Sing|POS=DET|PronType=Int", "Definite=Def|NumType=Card|POS=NUM", "Mood=Imp|POS=VERB|VerbForm=Fin", "Definite=Ind|Number=Plur|POS=NOUN", "Gender=Neut|Number=Sing|POS=DET|PronType=Tot", "Gender=Fem|Number=Sing|POS=DET|PronType=Tot", "Animacy=Hum|Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs", "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|Polarity=Neg|PronType=Neg,Prs", "Number=Plur|POS=PRON|Person=3|Polarity=Neg|PronType=Neg,Prs", "Definite=Def|NumType=Card|Number=Sing|POS=NUM", "Gender=Masc|NumType=Card|Number=Sing|POS=NUM", "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem", "Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=NOUN", "Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem", "POS=SPACE", "Animacy=Hum|Number=Sing|POS=PRON|PronType=Art,Prs", "Mood=Imp|POS=AUX|VerbForm=Fin", "Number=Plur|POS=PRON|Person=3|PronType=Prs,Tot", "Number=Plur|POS=ADJ", "Gender=Masc|POS=NOUN", "Abbr=Yes|POS=NOUN", "Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN", "Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Prs", "POS=INTJ", "Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs", "Animacy=Hum|Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs", "Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN", "POS=ADJ", "Animacy=Hum|Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", "Animacy=Hum|Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs", "Definite=Def|Gender=Fem|Number=Sing|POS=NOUN", "Number=Sing|POS=PRON|Polarity=Neg|PronType=Neg", "Case=Gen|POS=NOUN", "Definite=Ind|Number=Sing|POS=ADJ", "Case=Gen|Gender=Masc|POS=PROPN", "Animacy=Hum|Number=Plur|POS=PRON|PronType=Rcp", "Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN", "Number=Plur|POS=PRON|Person=3|PronType=Prs", "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Prs", "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Prs", "Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=NOUN", "Gender=Fem|Number=Sing|POS=DET|PronType=Art", "Case=Gen|Definite=Def|Degree=Pos|Number=Sing|POS=ADJ", "Gender=Masc|Number=Sing|POS=DET|PronType=Int", "NumType=Card|Number=Sing|POS=NUM", "Animacy=Hum|Case=Acc|Number=Plur|POS=PRON|Person=2|PronType=Prs", "Animacy=Hum|Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs", "Case=Gen|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", "Degree=Sup|POS=ADJ", "Animacy=Hum|POS=PRON|PronType=Int", "POS=DET|PronType=Ind", "Definite=Def|Number=Sing|POS=DET|PronType=Dem", "Gender=Fem|POS=NOUN", "Case=Gen|Number=Plur|POS=DET|PronType=Dem", "Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs,Tot", "Case=Gen|Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN", "Gender=Neut|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg", "Number=Plur|POS=NOUN", "POS=PRON|PronType=Prs", "Case=Gen|Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ", "Definite=Ind|Number=Sing|POS=VERB|VerbForm=Part", "Case=Gen|Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part", "Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass", "Gender=Neut|Number=Sing|POS=DET|PronType=Dem,Ind", "Animacy=Hum|POS=PRON|Poss=Yes|PronType=Int", "Abbr=Yes|POS=ADJ", "Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Art", "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Sing|POS=NOUN", "Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem", "Number=Plur|POS=PRON|Poss=Yes|PronType=Rcp", "Definite=Ind|Degree=Pos|POS=ADJ", "Number=Plur|POS=DET|PronType=Art", "Case=Gen|NumType=Card|Number=Plur|POS=NUM", "Abbr=Yes|Definite=Def,Ind|Gender=Neut|Number=Plur,Sing|POS=NOUN", "Case=Gen|Number=Plur|POS=DET|PronType=Tot", "Abbr=Yes|Definite=Def,Ind|Gender=Masc|Number=Plur,Sing|POS=NOUN", "Gender=Fem|Number=Sing|POS=DET|PronType=Int", "Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ", "Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Dem", "Gender=Fem|Number=Sing|POS=DET|PronType=Prs", "Animacy=Hum|Case=Gen,Nom|Number=Sing|POS=PRON|PronType=Art,Prs", "Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ", "Animacy=Hum|Case=Gen|Number=Sing|POS=PRON|PronType=Art,Prs", "Gender=Fem|NumType=Card|Number=Sing|POS=NUM", "Definite=Ind|Gender=Masc|POS=NOUN", "Definite=Def|Number=Plur|POS=NOUN", "Number=Sing|POS=ADJ|VerbForm=Part", "Definite=Ind|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part", "Abbr=Yes|Gender=Masc|POS=NOUN", "Abbr=Yes|Case=Gen|POS=NOUN", "Abbr=Yes|Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin", "Abbr=Yes|Degree=Pos|POS=ADJ", "Case=Gen|Gender=Fem|POS=NOUN", "Case=Gen|Degree=Cmp|POS=ADJ", "Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ", "Gender=Masc|Number=Sing|POS=NOUN" ], "parser":[ "ROOT", "acl", "acl:cleft", "acl:relcl", "advcl", "advmod", "amod", "appos", "aux", "aux:pass", "case", "cc", "ccomp", "compound", "compound:prt", "conj", "cop", "csubj", "dep", "det", "discourse", "expl", "flat:foreign", "flat:name", "iobj", "mark", "nmod", "nsubj", "nsubj:pass", "nummod", "obj", "obl", "orphan", "parataxis", "punct", "xcomp" ], "attribute_ruler":[ ], "ner":[ "DRV", "EVT", "GPE_LOC", "GPE_ORG", "LOC", "MISC", "ORG", "PER", "PROD" ] }, "pipeline":[ "tok2vec", "morphologizer", "parser", "lemmatizer", "attribute_ruler", "ner" ], "components":[ "tok2vec", "morphologizer", "parser", "lemmatizer", "senter", "attribute_ruler", "ner" ], "disabled":[ "senter" ], "performance":{ "token_acc":0.9990350152, "token_p":0.997080292, "token_r":0.9953256895, "token_f":0.9962022181, "pos_acc":0.9726155711, "morph_acc":0.9588648574, "morph_micro_p":0.9762975408, "morph_micro_r":0.9677851253, "morph_micro_f":0.9720226967, "morph_per_feat":{ "Definite":{ "p":0.9811364159, "r":0.9674492458, "f":0.9742447604 }, "Gender":{ "p":0.9491493022, "r":0.9418571564, "f":0.9454891692 }, "Number":{ "p":0.9778305034, "r":0.9662246318, "f":0.9719929245 }, "Mood":{ "p":0.985434455, "r":0.9812453113, "f":0.9833354216 }, "Tense":{ "p":0.9850897144, "r":0.9816167212, 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"f":0.7416787265 }, "amod":{ "p":0.9309090909, "r":0.9303452453, "f":0.9306270827 }, "nummod":{ "p":0.9147286822, "r":0.9632653061, "f":0.9383697813 }, "compound:prt":{ "p":0.8175182482, "r":0.8086642599, "f":0.8130671506 }, "cop":{ "p":0.8709677419, "r":0.8688915375, "f":0.869928401 }, "appos":{ "p":0.2643678161, "r":0.23, "f":0.2459893048 }, "ccomp":{ "p":0.8051470588, "r":0.8622047244, "f":0.8326996198 }, "expl":{ "p":0.6959798995, "r":0.7486486486, "f":0.7213541667 }, "csubj":{ "p":0.696, "r":0.6350364964, "f":0.6641221374 }, "nsubj:pass":{ "p":0.9100529101, "r":0.7962962963, "f":0.849382716 }, "aux:pass":{ "p":0.9464285714, "r":0.8833333333, "f":0.9137931034 }, "parataxis":{ "p":0.8541666667, "r":0.6542553191, "f":0.7409638554 }, "acl":{ "p":0.6740088106, "r":0.6169354839, "f":0.6442105263 }, "acl:cleft":{ "p":0.4285714286, "r":0.3333333333, "f":0.375 }, "orphan":{ "p":0.0, "r":0.0, "f":0.0 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 }, "reparandum":{ "p":0.0, "r":0.0, "f":0.0 }, "compound":{ "p":0.9090909091, "r":0.243902439, "f":0.3846153846 }, "flat:foreign":{ "p":0.8214285714, "r":0.7419354839, "f":0.7796610169 }, "discourse":{ "p":0.7272727273, "r":0.347826087, "f":0.4705882353 }, "csubj:pass":{ "p":0.0, "r":0.0, "f":0.0 } }, "lemma_acc":0.9712137072, "tag_acc":0.9726155711, "ents_p":0.8307228916, "ents_r":0.816943128, "ents_f":0.8237753883, "ents_per_type":{ "PER":{ "p":0.9011532125, "r":0.8952536825, "f":0.8981937603 }, "ORG":{ "p":0.8111888112, "r":0.8613861386, "f":0.8355342137 }, "GPE_LOC":{ "p":0.8587360595, "r":0.8918918919, "f":0.875 }, "PROD":{ "p":0.6492537313, "r":0.537037037, "f":0.5878378378 }, "LOC":{ "p":0.7931034483, "r":0.6330275229, "f":0.7040816327 }, "DRV":{ "p":0.7714285714, "r":0.6835443038, "f":0.7248322148 }, "GPE_ORG":{ "p":0.6666666667, "r":0.6909090909, "f":0.6785714286 }, "EVT":{ "p":0.7142857143, "r":0.5555555556, "f":0.625 } }, "speed":9847.9572403325 }, "sources":[ { "name":"UD Norwegian Bokmaal v2.8", "url":"https://github.com/UniversalDependencies/UD_Norwegian-Bokmaal", "license":"Public Domain (CC0)", "author":"\u00d8vrelid, Lilja; J\u00f8rgensen, Fredrik; Hohle, Petter" }, { "name":"NorNE: Norwegian Named Entities (commit: bd311de5)", "url":"https://github.com/ltgoslo/norne", "license":"Public Domain (CC0)", "author":"Language Technology Group (University of Oslo)" }, { "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", "url":"https://spacy.io", "license":"CC0", "author":"Explosion" } ], "requirements":[ ] }