{ "lang":"nb", "name":"core_news_md", "version":"3.7.0", "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":">=3.7.0,<3.8.0", "spacy_git_version":"6b4f77441", "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":0.9980718909, "token_p":0.997080292, "token_r":0.9953256895, "token_f":0.9962022181, "pos_acc":0.9728910684, "morph_acc":0.9586576479, "morph_micro_p":0.9759447339, "morph_micro_r":0.9664952241, "morph_micro_f":0.9711969942, "morph_per_feat":{ "Definite":{ "p":0.9788408464, "r":0.9654077351, "f":0.972077885 }, "Gender":{ "p":0.9480072637, "r":0.9408138101, "f":0.944396839 }, "Number":{ "p":0.9767338471, "r":0.9657850392, "f":0.9712285872 }, "Mood":{ "p":0.9873641648, "r":0.9769942486, "f":0.9821518351 }, "Tense":{ "p":0.9880559085, "r":0.9790984639, "f":0.9835567923 }, "VerbForm":{ "p":0.9743422128, "r":0.971642764, "f":0.9729906161 }, "Degree":{ "p":0.9708130646, "r":0.9598076262, "f":0.9652789774 }, "PronType":{ "p":0.9911159263, "r":0.9866264021, "f":0.9888660685 }, "Poss":{ "p":0.9843137255, "r":0.9920948617, "f":0.9881889764 }, "Case":{ "p":0.9938478747, "r":0.9839424142, "f":0.9888703395 }, "Reflex":{ "p":1.0, "r":1.0, "f":1.0 }, "NumType":{ "p":1.0, "r":0.9135802469, "f":0.9548387097 }, "Polarity":{ "p":1.0, "r":1.0, "f":1.0 }, "Person":{ "p":0.9909824395, "r":0.9909824395, "f":0.9909824395 }, "Animacy":{ "p":0.9991467577, "r":0.9974446337, "f":0.9982949702 }, "Voice":{ "p":0.9776119403, "r":0.9492753623, "f":0.9632352941 }, "Abbr":{ "p":1.0, "r":0.8375, "f":0.9115646259 } }, "sents_p":0.9511686144, "sents_r":0.9460356995, "sents_f":0.9485952133, "dep_uas":0.8936788796, "dep_las":0.8623767174, "dep_las_per_type":{ "nmod":{ "p":0.7880715706, "r":0.8132950349, "f":0.8004846527 }, "nsubj":{ "p":0.8951937984, "r":0.8896764253, "f":0.8924265842 }, "flat:name":{ "p":0.8824476651, "r":0.8824476651, "f":0.8824476651 }, "root":{ "p":0.9084096586, "r":0.9057700291, "f":0.9070879235 }, "advmod":{ "p":0.8359636538, "r":0.8387715931, "f":0.8373652695 }, "mark":{ "p":0.9233333333, "r":0.9243604004, "f":0.9238465814 }, "advcl":{ "p":0.7, "r":0.6843910806, "f":0.6921075455 }, "obj":{ "p":0.8856799037, "r":0.9131513648, "f":0.8992058644 }, "case":{ "p":0.941588785, "r":0.936, "f":0.9387860748 }, "det":{ "p":0.9664769133, "r":0.9670886076, "f":0.9667826637 }, "obl":{ "p":0.7673975214, "r":0.7285067873, "f":0.747446611 }, "aux":{ "p":0.9425493716, "r":0.9502262443, "f":0.9463722397 }, "acl:relcl":{ "p":0.8013245033, "r":0.8175675676, "f":0.8093645485 }, "iobj":{ "p":0.7733333333, "r":0.6590909091, "f":0.7116564417 }, "xcomp":{ "p":0.7142857143, "r":0.7142857143, "f":0.7142857143 }, "cc":{ "p":0.9192546584, "r":0.9128758674, "f":0.9160541586 }, "conj":{ "p":0.7291518175, "r":0.74291939, "f":0.735971223 }, "amod":{ "p":0.9397664413, "r":0.9261053907, "f":0.932885906 }, "nummod":{ "p":0.9246031746, "r":0.9510204082, "f":0.9376257545 }, "compound:prt":{ "p":0.8104089219, "r":0.7870036101, "f":0.7985347985 }, "cop":{ "p":0.8710433763, "r":0.8855780691, "f":0.878250591 }, "appos":{ "p":0.3623188406, "r":0.25, "f":0.2958579882 }, "ccomp":{ "p":0.7992831541, "r":0.8779527559, "f":0.8367729831 }, "acl":{ "p":0.6929824561, "r":0.6370967742, "f":0.6638655462 }, "expl":{ "p":0.699751861, "r":0.7621621622, "f":0.7296248383 }, "csubj":{ "p":0.7542372881, "r":0.6496350365, "f":0.6980392157 }, "nsubj:pass":{ "p":0.8592964824, "r":0.7916666667, "f":0.8240963855 }, "aux:pass":{ "p":0.9075630252, "r":0.9, "f":0.9037656904 }, "acl:cleft":{ "p":0.3846153846, "r":0.3703703704, "f":0.3773584906 }, "orphan":{ "p":0.0, "r":0.0, "f":0.0 }, "dep":{ "p":0.0, "r":0.0, "f":0.0 }, "parataxis":{ "p":0.8219178082, "r":0.6382978723, "f":0.7185628743 }, "reparandum":{ "p":0.0, "r":0.0, "f":0.0 }, "compound":{ "p":0.6842105263, "r":0.3170731707, "f":0.4333333333 }, "flat:foreign":{ "p":0.72, "r":0.5806451613, "f":0.6428571429 }, "discourse":{ "p":0.6923076923, "r":0.3913043478, "f":0.5 }, "csubj:pass":{ "p":0.0, "r":0.0, "f":0.0 } }, "lemma_acc":0.970965787, "tag_acc":0.9728910684, "ents_p":0.811827957, "ents_r":0.8050947867, "ents_f":0.8084473528, "ents_per_type":{ "PER":{ "p":0.8961038961, "r":0.9034369885, "f":0.8997555012 }, "PROD":{ "p":0.624, "r":0.4814814815, "f":0.543554007 }, "GPE_LOC":{ "p":0.8127208481, "r":0.888030888, "f":0.8487084871 }, "ORG":{ "p":0.7962962963, "r":0.8514851485, "f":0.8229665072 }, "LOC":{ "p":0.7804878049, "r":0.5871559633, "f":0.6701570681 }, "DRV":{ "p":0.7571428571, "r":0.6708860759, "f":0.711409396 }, "EVT":{ "p":0.3846153846, "r":0.5555555556, "f":0.4545454545 }, "GPE_ORG":{ "p":0.6226415094, "r":0.6, "f":0.6111111111 } }, "speed":10853.2373610033 }, "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":[ ] }