{ "lang":"nb", "name":"core_news_md", "version":"3.1.0", "description":"Norwegian (Bokm\u00e5l) pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.", "author":"Explosion", "email":"contact@explosion.ai", "url":"https://explosion.ai", "license":"MIT", "spacy_version":">=3.1.0,<3.2.0", "spacy_git_version":"caba63b74", "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", 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"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", "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", "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", "POS=PRON|PronType=Prs", "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" ], "senter":[ "I", "S" ], "attribute_ruler":[ ], "lemmatizer":[ ], "ner":[ "LOC", "MISC", "ORG", "PER" ] }, "pipeline":[ "tok2vec", "morphologizer", "parser", "attribute_ruler", "lemmatizer", "ner" ], "components":[ "tok2vec", "morphologizer", "parser", "senter", "attribute_ruler", "lemmatizer", "ner" ], "disabled":[ "senter" ], "performance":{ "token_acc":0.9990350152, "tag_acc":0.9713020031, "pos_acc":0.9725329219, "morph_acc":0.9585353758, "lemma_acc":0.7670927222, "dep_uas":0.8928487837, "dep_las":0.8629696667, "ents_p":0.8454221165, "ents_r":0.8399291199, "ents_f":0.8426666667, "sents_p":0.9275123558, "sents_r":0.9328914664, "sents_f":0.9301941347, "speed":11023.0847447595, "morph_per_feat":{ "Definite":{ "p":0.9795308188, "r":0.9660882386, "f":0.9727630903 }, "Gender":{ "p":0.9482346187, "r":0.9399601631, "f":0.9440792607 }, "Number":{ "p":0.9761269276, "r":0.9646127921, "f":0.970335704 }, "Mood":{ 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"compound":{ "p":0.8571428571, "r":0.2553191489, "f":0.393442623 }, "flat:foreign":{ "p":0.75, "r":0.5806451613, "f":0.6545454545 }, "discourse":{ "p":0.75, "r":0.3913043478, "f":0.5142857143 }, "csubj:pass":{ "p":0.0, "r":0.0, "f":0.0 }, "neg":{ "p":0.0, "r":0.0, "f":0.0 }, "dobj":{ "p":0.0, "r":0.0, "f":0.0 }, "name":{ "p":0.0, "r":0.0, "f":0.0 } }, "ents_per_type":{ "PER":{ "p":0.9149277689, "r":0.931372549, "f":0.9230769231 }, "MISC":{ "p":0.6880733945, "r":0.6, "f":0.641025641 }, "LOC":{ "p":0.8926553672, "r":0.8586956522, "f":0.8753462604 }, "ORG":{ "p":0.7926078029, "r":0.8391304348, "f":0.8152059134 }, "GPE_LOC":{ "p":0.0, "r":0.0, "f":0.0 } } }, "sources":[ { "name":"UD Norwegian Bokmaal (from NorNE)", "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: 5e4059dc)", "url":"https://github.com/ltgoslo/norne", "license":"Public Domain (CC0)", "author":"Language Technology Group (University of Oslo)" }, { "name":"Norsk Ordbank in Norwegian Bokm\u00e5l", "url":"https://www.nb.no/sprakbanken/show?serial=oai%3Anb.no%3Asbr-5&lang=en", "license":"CC BY 4.0", "author":"CLARINO NB - Spr\u00e5kbanken, Nasjonalbiblioteket, Norway" }, { "name":"Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia)", "url":"https://spacy.io", "license":"CC0", "author":"Explosion" } ], "requirements":[ ] }