{ "lang":"nb", "name":"core_news_md", "version":"3.2.0", "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":">=3.2.0,<3.3.0", "spacy_git_version":"bb26550e2", "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", "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" ], "senter":[ "I", "S" ], "attribute_ruler":[ ], "lemmatizer":[ ], "ner":[ "DRV", "EVT", "GPE_LOC", "GPE_ORG", "LOC", "MISC", "ORG", "PER", "PROD" ] }, "pipeline":[ "tok2vec", "morphologizer", "parser", "attribute_ruler", "lemmatizer", "ner" ], "components":[ "tok2vec", "morphologizer", "parser", "senter", "attribute_ruler", "lemmatizer", "ner" ], "disabled":[ "senter" ], "performance":{ "token_acc":0.9990350152, "token_p":0.997080292, "token_r":0.9953256895, "token_f":0.9962022181, "pos_acc":0.9737748271, "morph_acc":0.9595977684, "morph_micro_p":0.9769668012, "morph_micro_r":0.9681933219, "morph_micro_f":0.9725602755, "morph_per_feat":{ "Definite":{ "p":0.9818495118, "r":0.9693773392, "f":0.9755735647 }, "Gender":{ "p":0.9502582743, "r":0.9422365551, "f":0.9462304139 }, "Number":{ "p":0.9771094155, "r":0.9663711627, "f":0.9717106233 }, "Mood":{ "p":0.9871439375, "r":0.9792448112, "f":0.9831785087 }, 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"p":0.0, "r":0.0, "f":0.0 }, "compound":{ "p":0.9, "r":0.2195121951, "f":0.3529411765 }, "flat:foreign":{ "p":0.7666666667, "r":0.7419354839, "f":0.7540983607 }, "discourse":{ "p":0.7142857143, "r":0.2173913043, "f":0.3333333333 }, "csubj:pass":{ "p":0.0, "r":0.0, "f":0.0 } }, "tag_acc":0.9737748271, "lemma_acc":0.7673406424, "ents_p":0.8218527316, "ents_r":0.8199052133, "ents_f":0.8208778173, "ents_per_type":{ "PER":{ "p":0.8969404187, "r":0.9116202946, "f":0.9042207792 }, "PROD":{ "p":0.6330935252, "r":0.5432098765, "f":0.584717608 }, "GPE_LOC":{ "p":0.8631178707, "r":0.8764478764, "f":0.8697318008 }, "DRV":{ "p":0.7222222222, "r":0.6582278481, "f":0.6887417219 }, "ORG":{ "p":0.8167053364, "r":0.8712871287, "f":0.8431137725 }, "LOC":{ "p":0.7263157895, "r":0.6330275229, "f":0.6764705882 }, "EVT":{ "p":0.5, "r":0.4444444444, "f":0.4705882353 }, "GPE_ORG":{ "p":0.6481481481, "r":0.6363636364, "f":0.6422018349 }, "MISC":{ "p":0.0, "r":0.0, "f":0.0 } }, "speed":9935.8630230533 }, "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":"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":[ ] }