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{ |
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"lang":"nb", |
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"name":"core_news_md", |
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"version":"3.1.0", |
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"description":"Norwegian (Bokm\u00e5l) pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.", |
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"author":"Explosion", |
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"email":"[email protected]", |
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"url":"https://explosion.ai", |
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"license":"MIT", |
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"spacy_version":">=3.1.0,<3.2.0", |
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"spacy_git_version":"caba63b74", |
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"vectors":{ |
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"width":300, |
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"vectors":20000, |
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"keys":500000, |
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"name":"nb_vectors" |
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}, |
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"labels":{ |
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"tok2vec":[ |
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|
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], |
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"morphologizer":[ |
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"Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN", |
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"POS=CCONJ", |
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"Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN", |
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"POS=SCONJ", |
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"Definite=Def|Gender=Masc|Number=Sing|POS=NOUN", |
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"Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN", |
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"POS=PUNCT", |
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"Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin", |
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"POS=ADP", |
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"Gender=Masc|Number=Sing|POS=DET|PronType=Dem", |
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"Definite=Def|Degree=Pos|Number=Sing|POS=ADJ", |
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"POS=PROPN", |
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"POS=X", |
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"Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin", |
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"Definite=Def|Gender=Neut|Number=Sing|POS=NOUN", |
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"POS=PRON|PronType=Rel", |
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"Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin", |
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"Definite=Ind|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part", |
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"Definite=Ind|Degree=Pos|Number=Sing|POS=ADJ", |
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"Definite=Ind|Gender=Fem|Number=Sing|POS=NOUN", |
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"Number=Plur|POS=ADJ|VerbForm=Part", |
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"Definite=Ind|Gender=Fem|Number=Plur|POS=NOUN", |
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"POS=ADV", |
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"Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Definite=Ind|Number=Sing|POS=ADJ|VerbForm=Part", |
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"POS=VERB|VerbForm=Part", |
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"Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN", |
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"Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ", |
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"Degree=Pos|Number=Plur|POS=ADJ", |
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"NumType=Card|Number=Plur|POS=NUM", |
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"Definite=Def|Gender=Masc|Number=Plur|POS=NOUN", |
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"Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes", |
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"Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=NOUN", |
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"POS=PART", |
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"POS=VERB|VerbForm=Inf", |
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"Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs", |
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"Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin", |
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"Gender=Fem|POS=PROPN", |
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"POS=NOUN", |
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"Gender=Masc|POS=PROPN", |
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"Gender=Neut|Number=Sing|POS=DET|PronType=Dem", |
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"Gender=Masc|Number=Sing|POS=DET|PronType=Art", |
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"Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=NOUN", |
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"Abbr=Yes|POS=PROPN", |
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"POS=PART|Polarity=Neg", |
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"Number=Plur|POS=PRON|Poss=Yes|PronType=Prs", |
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"Case=Gen|Definite=Ind|Gender=Neut|Number=Plur|POS=NOUN", |
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"Case=Gen|POS=PROPN", |
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"Gender=Fem|Number=Sing|POS=DET|PronType=Dem", |
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"Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", |
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"Definite=Def|Degree=Sup|POS=ADJ", |
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"Case=Gen|Gender=Fem|POS=PROPN", |
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"Number=Plur|POS=DET|PronType=Dem", |
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"Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=NOUN", |
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"Definite=Ind|Degree=Sup|POS=ADJ", |
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"Definite=Def|Gender=Fem|Number=Plur|POS=NOUN", |
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"Gender=Neut|POS=PROPN", |
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"Number=Plur|POS=DET|PronType=Int", |
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"Definite=Def|Gender=Neut|Number=Plur|POS=NOUN", |
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"Definite=Def|POS=DET|PronType=Dem", |
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"Gender=Neut|Number=Sing|POS=DET|PronType=Art", |
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"Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Pass", |
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"Abbr=Yes|Case=Gen|POS=PROPN", |
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"Animacy=Hum|Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Degree=Cmp|POS=ADJ", |
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"POS=ADJ|VerbForm=Part", |
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"Gender=Neut|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", |
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"Abbr=Yes|POS=ADP", |
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"Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Prs", |
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"Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=NOUN", |
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"POS=AUX|VerbForm=Part", |
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"POS=PRON|PronType=Int", |
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"Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Prs", |
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"Number=Plur|POS=PRON|Person=3|PronType=Ind,Prs", |
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"Number=Plur|POS=DET|PronType=Ind", |
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"Degree=Pos|POS=ADJ", |
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"Animacy=Hum|Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs", |
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"POS=VERB|VerbForm=Inf|Voice=Pass", |
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"Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Dem", |
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"Gender=Neut|Number=Sing|POS=DET|PronType=Ind", |
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"Animacy=Hum|Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs", |
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"Number=Plur|POS=DET|Polarity=Neg|PronType=Neg", |
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"NumType=Card|POS=NUM", |
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"Gender=Masc|Number=Sing|POS=DET|PronType=Ind", |
|
"POS=DET|PronType=Prs", |
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"Gender=Fem|Number=Sing|POS=DET|PronType=Ind", |
|
"Case=Gen|Gender=Neut|POS=PROPN", |
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"Gender=Masc|Number=Sing|POS=DET|Polarity=Neg|PronType=Neg", |
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"Definite=Def|Number=Sing|POS=ADJ|VerbForm=Part", |
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"Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"POS=AUX|VerbForm=Inf", |
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"Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs", |
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"Case=Gen|Degree=Pos|Number=Plur|POS=ADJ", |
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"Number=Plur|POS=DET|PronType=Tot", |
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"Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem", |
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"Number=Plur|POS=DET|PronType=Prs", |
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"POS=SYM", |
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"Gender=Neut|NumType=Card|Number=Sing|POS=NUM", |
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"Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|PronType=Prs", |
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"Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Prs", |
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"Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=NOUN", |
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"Abbr=Yes|POS=ADV", |
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"Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Dem", |
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"Gender=Masc|Number=Sing|POS=DET|PronType=Tot", |
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"Definite=Def|POS=DET|PronType=Prs", |
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"Animacy=Hum|Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Gender=Neut|POS=NOUN", |
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"Gender=Neut|Number=Sing|POS=DET|PronType=Int", |
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"Definite=Def|NumType=Card|POS=NUM", |
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"Mood=Imp|POS=VERB|VerbForm=Fin", |
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"Definite=Ind|Number=Plur|POS=NOUN", |
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"Gender=Neut|Number=Sing|POS=DET|PronType=Tot", |
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"Gender=Fem|Number=Sing|POS=DET|PronType=Tot", |
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"Animacy=Hum|Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs", |
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"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", |
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"Number=Plur|POS=PRON|Person=3|PronType=Prs,Tot", |
|
"Number=Plur|POS=ADJ", |
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"Gender=Masc|POS=NOUN", |
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"Abbr=Yes|POS=NOUN", |
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"Case=Gen|Definite=Ind|Gender=Masc|Number=Plur|POS=NOUN", |
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"Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Prs", |
|
"POS=INTJ", |
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"Animacy=Hum|Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs", |
|
"Animacy=Hum|Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs", |
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"Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=NOUN", |
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"POS=ADJ", |
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"Animacy=Hum|Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs", |
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"Animacy=Hum|Case=Acc|Number=Sing|POS=PRON|Person=2|PronType=Prs", |
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"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":{ |
|
"p":0.9869149472, |
|
"r":0.9807451863, |
|
"f":0.9838203938 |
|
}, |
|
"Tense":{ |
|
"p":0.9878511769, |
|
"r":0.9828758499, |
|
"f":0.985357233 |
|
}, |
|
"VerbForm":{ |
|
"p":0.9754420432, |
|
"r":0.9709908735, |
|
"f":0.9732113688 |
|
}, |
|
"Degree":{ |
|
"p":0.9651844192, |
|
"r":0.9618687736, |
|
"f":0.963523744 |
|
}, |
|
"PronType":{ |
|
"p":0.9913363656, |
|
"r":0.9872735116, |
|
"f":0.9893007673 |
|
}, |
|
"Poss":{ |
|
"p":0.9803921569, |
|
"r":0.9881422925, |
|
"f":0.9842519685 |
|
}, |
|
"Case":{ |
|
"p":0.9944134078, |
|
"r":0.9856035437, |
|
"f":0.9899888765 |
|
}, |
|
"Reflex":{ |
|
"p":1.0, |
|
"r":1.0, |
|
"f":1.0 |
|
}, |
|
"NumType":{ |
|
"p":0.9977477477, |
|
"r":0.9115226337, |
|
"f":0.952688172 |
|
}, |
|
"Polarity":{ |
|
"p":0.9968454259, |
|
"r":1.0, |
|
"f":0.9984202212 |
|
}, |
|
"Person":{ |
|
"p":0.9919278253, |
|
"r":0.9914570479, |
|
"f":0.9916923807 |
|
}, |
|
"Animacy":{ |
|
"p":0.9982949702, |
|
"r":0.9974446337, |
|
"f":0.9978696208 |
|
}, |
|
"Voice":{ |
|
"p":0.9481481481, |
|
"r":0.9275362319, |
|
"f":0.9377289377 |
|
}, |
|
"Abbr":{ |
|
"p":0.9856115108, |
|
"r":0.85625, |
|
"f":0.9163879599 |
|
} |
|
}, |
|
"dep_las_per_type":{ |
|
"nmod":{ |
|
"p":0.791230893, |
|
"r":0.805817288, |
|
"f":0.7984574792 |
|
}, |
|
"nsubj":{ |
|
"p":0.8978125, |
|
"r":0.884544335, |
|
"f":0.8911290323 |
|
}, |
|
"flat:name":{ |
|
"p":0.8628659476, |
|
"r":0.9032258065, |
|
"f":0.8825847124 |
|
}, |
|
"root":{ |
|
"p":0.9039101498, |
|
"r":0.9001657001, |
|
"f":0.902034039 |
|
}, |
|
"advmod":{ |
|
"p":0.8374642517, |
|
"r":0.8422818792, |
|
"f":0.8398661568 |
|
}, |
|
"mark":{ |
|
"p":0.922863485, |
|
"r":0.924916574, |
|
"f":0.9238888889 |
|
}, |
|
"advcl":{ |
|
"p":0.7326203209, |
|
"r":0.704974271, |
|
"f":0.7185314685 |
|
}, |
|
"obj":{ |
|
"p":0.8860606061, |
|
"r":0.9069478908, |
|
"f":0.8963825874 |
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