es_dep_news_trf / meta.json
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Update spaCy pipeline
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{
"lang":"es",
"name":"dep_news_trf",
"version":"3.7.2",
"description":"Spanish transformer pipeline (Transformer(name='dccuchile/bert-base-spanish-wwm-cased', piece_encoder='bert-wordpiece', stride=112, type='bert', width=768, window=158, vocab_size=31002)). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.",
"author":"Explosion",
"email":"contact@explosion.ai",
"url":"https://explosion.ai",
"license":"GNU GPL 3.0",
"spacy_version":">=3.7.0,<3.8.0",
"spacy_git_version":"6b4f77441",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"morphologizer":[
"Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
"Gender=Masc|Number=Sing|POS=NOUN",
"Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art",
"Gender=Masc|Number=Sing|POS=ADJ",
"POS=ADP",
"Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
"POS=PROPN",
"Case=Acc|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
"POS=VERB|VerbForm=Inf",
"Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
"Gender=Fem|Number=Sing|POS=NOUN",
"Gender=Fem|Number=Plur|POS=NOUN",
"Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
"POS=PRON|PronType=Int,Rel",
"Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
"POS=SCONJ",
"POS=NOUN",
"Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
"Number=Plur|POS=NOUN",
"Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
"Gender=Masc|Number=Plur|POS=NOUN",
"POS=PUNCT|PunctType=Peri",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"POS=PUNCT|PunctType=Comm",
"Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
"Number=Plur|POS=ADJ",
"POS=CCONJ",
"Gender=Masc|Number=Plur|POS=PRON|PronType=Ind",
"POS=ADV",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
"Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Dem",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"Number=Sing|POS=ADJ",
"Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part",
"Gender=Masc|Number=Plur|POS=PRON|PronType=Tot",
"POS=PRON|PronType=Ind",
"POS=ADV|Polarity=Neg",
"Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"Gender=Fem|Number=Sing|POS=ADJ",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
"Number=Plur|POS=PRON|PronType=Int,Rel",
"POS=PUNCT|PunctType=Quot",
"POS=PUNCT",
"Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part",
"POS=PUNCT|PunctSide=Ini|PunctType=Brck",
"POS=PUNCT|PunctSide=Fin|PunctType=Brck",
"NumForm=Digit|NumType=Card|POS=NUM",
"NumType=Card|POS=NUM",
"POS=VERB|VerbForm=Ger",
"Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
"Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
"Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ",
"Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"Number=Sing|POS=NOUN",
"Gender=Masc|Number=Plur|POS=ADJ",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Degree=Cmp|POS=ADV",
"POS=AUX|VerbForm=Inf",
"Number=Plur|POS=DET|PronType=Ind",
"Number=Plur|POS=DET|PronType=Dem",
"POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Degree=Cmp|Number=Sing|POS=ADJ",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
"Case=Acc|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
"Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
"AdvType=Tim|POS=NOUN",
"Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
"NumType=Card|Number=Plur|POS=NUM",
"Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"NumForm=Digit|POS=NOUN",
"Number=Sing|POS=PRON|PronType=Dem",
"Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"Gender=Fem|Number=Plur|POS=ADJ",
"Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
"Gender=Masc|Number=Plur|POS=DET|PronType=Tot",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
"Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
"Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ",
"Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ",
"Gender=Masc|Number=Plur|POS=DET|PronType=Dem",
"Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
"Number=Sing|POS=DET|PronType=Tot",
"Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
"Case=Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
"Degree=Cmp|Number=Plur|POS=ADJ",
"POS=AUX|VerbForm=Ger",
"Gender=Fem|POS=NOUN",
"Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ",
"AdvType=Tim|POS=ADJ",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
"Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
"Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part",
"Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
"Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel",
"Number=Sing|POS=PRON|PronType=Int,Rel",
"POS=ADJ",
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Fem|Number=Plur|POS=DET|PronType=Tot",
"Case=Acc,Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
"Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
"Case=Acc,Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
"Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
"Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=DET|PronType=Tot",
"Number=Plur|POS=PRON|PronType=Ind",
"Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
"Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"POS=PART",
"Gender=Fem|Number=Sing|POS=DET|PronType=Ind",
"Number=Sing|POS=DET|PronType=Ind",
"Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind",
"Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
"NumForm=Digit|POS=SYM",
"Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin",
"Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
"Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
"Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin",
"NumForm=Digit|NumType=Frac|POS=NUM",
"Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel",
"Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
"Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
"Case=Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
"Definite=Ind|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
"POS=PUNCT|PunctType=Colo",
"Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=DET|PronType=Neg",
"Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
"Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
"Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Number=Sing|POS=PRON|PronType=Neg",
"POS=PUNCT|PunctType=Semi",
"Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"Number=Sing|POS=PRON|PronType=Ind",
"Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
"Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"POS=INTJ",
"Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Dem",
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
"Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ",
"Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
"Case=Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"POS=PUNCT|PunctType=Dash",
"Case=Acc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
"Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=DET|PronType=Neg",
"Gender=Fem|NumType=Card|Number=Plur|POS=NUM",
"Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Gender=Masc|Number=Sing|POS=PRON|PronType=Tot",
"Gender=Masc|NumType=Card|Number=Plur|POS=NUM",
"Gender=Masc|POS=NOUN",
"Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
"Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind",
"Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind",
"Case=Acc|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
"POS=NOUN|VerbForm=Inf",
"Case=Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
"Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
"Gender=Masc|NumType=Card|Number=Sing|POS=NUM",
"Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
"Gender=Masc|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel",
"Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Dem",
"Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
"Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=PRON|PronType=Neg",
"Case=Acc|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin",
"Degree=Abs|Gender=Masc|Number=Sing|POS=ADJ",
"Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
"Case=Acc,Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs",
"Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
"Case=Acc|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"Gender=Fem|Number=Sing|POS=DET|PronType=Tot",
"POS=DET|PronType=Ind",
"POS=DET|PronType=Int,Rel",
"AdvType=Tim|POS=ADV",
"POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
"Case=Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"POS=PUNCT|PunctSide=Ini|PunctType=Qest",
"POS=PUNCT|PunctSide=Fin|PunctType=Qest",
"Case=Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
"Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
"Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Ind",
"Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
"Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
"Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ",
"Case=Acc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
"Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"POS=PUNCT|PunctSide=Ini|PunctType=Excl",
"POS=PUNCT|PunctSide=Fin|PunctType=Excl",
"Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
"Case=Acc|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=PRON|PronType=Tot",
"Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
"Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
"Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
"Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Ind",
"Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
"Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf",
"Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind",
"Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
"Case=Dat|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
"Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art",
"Gender=Fem|NumType=Card|Number=Sing|POS=NUM",
"Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Case=Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
"Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
"POS=SCONJ|PronType=Int,Rel",
"Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
"Case=Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"NumType=Card|Number=Sing|POS=DET|PronType=Ind",
"Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
"Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
"Case=Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
"Case=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"Number=Sing|POS=DET|PronType=Dem",
"Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
"POS=SYM",
"Gender=Fem|Number=Sing|POS=PRON|PronType=Neg",
"Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
"Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
"Case=Dat|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
"Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
"Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
"Case=Acc|Mood=Imp|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
"Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=2,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
"Case=Acc|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind",
"Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs",
"Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
"Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
"Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Int,Rel",
"Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
"Case=Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
"Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
"Case=Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
"Mood=Cnd|Number=Sing|POS=VERB|Person=2|VerbForm=Fin",
"Case=Acc|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
"Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin",
"NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
"Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Dem",
"Degree=Abs|Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
"Gender=Fem|Number=Plur|POS=PRON|Poss=Yes|PronType=Int,Rel",
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
"Case=Acc,Nom|Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs",
"Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin",
"Case=Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
"NumType=Card|Number=Sing|POS=NUM",
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Imp|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
"Case=Com|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs",
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Imp|VerbForm=Fin",
"Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Case=Acc|Number=Sing|POS=PRON|Person=2|PrepCase=Pre|PronType=Prs",
"Mood=Cnd|Number=Sing|POS=AUX|Person=2|VerbForm=Fin",
"Mood=Sub|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
"Number=Sing|POS=NOUN|VerbForm=Fin",
"Case=Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Case=Dat|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,2|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
"Case=Acc|Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
"Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel",
"Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin",
"Gender=Fem|Number=Plur|POS=PRON|PronType=Tot",
"Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Int,Rel",
"Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
"Number=Sing|POS=VERB|VerbForm=Fin",
"POS=VERB|VerbForm=Fin",
"Degree=Abs|Gender=Masc|Number=Plur|POS=ADJ",
"Degree=Abs|Gender=Fem|Number=Plur|POS=ADJ",
"Case=Acc|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
"Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
"Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
"Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Dem",
"Definite=Ind|Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Art",
"Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ",
"Number=Plur|POS=PRON|PronType=Dem",
"Case=Acc,Dat|Gender=Masc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
"Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
"Gender=Masc|Number=Sing|POS=AUX|VerbForm=Fin",
"POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin",
"Gender=Masc|NumType=Card|Number=Sing|POS=DET|PronType=Int,Rel",
"Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"Case=Acc|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
"Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel",
"Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
"Case=Acc|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Case=Acc,Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Mood=Imp|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Fin",
"Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind",
"Mood=Ind|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Case=Dat|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Definite=Def|Foreign=Yes|POS=DET|PronType=Art",
"Case=Dat|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
"Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Dem",
"Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
"Case=Acc|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
"Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
"Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art",
"Case=Acc|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|PunctType=Quot|VerbForm=Inf",
"Case=Dat|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Case=Com|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
"NumForm=Digit|NumType=Frac|POS=SYM",
"Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Case=Dat|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf",
"Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Case=Dat|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Ind",
"Case=Acc,Dat|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Case=Acc,Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
"Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind",
"Case=Dat|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Case=Acc|Number=Plur|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Number=Sing|POS=PRON|PronType=Tot",
"Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
"Case=Dat|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger",
"NumType=Card|Number=Plur|POS=DET|PronType=Ind",
"POS=PRON|PronType=Dem",
"Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"POS=AUX|VerbForm=Fin",
"Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel",
"Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
"Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
"Case=Acc|Gender=Fem|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Case=Acc|Gender=Masc|Number=Plur|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Case=Acc,Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"AdvType=Tim|Gender=Masc|Number=Sing|POS=NOUN",
"Gender=Fem|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|Typo=Yes|VerbForm=Fin",
"Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Dem",
"Case=Acc|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind",
"Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
"Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
"Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art",
"Gender=Masc|Number=Plur|POS=DET|PronType=Art",
"Gender=Masc|Number=Sing|POS=NOUN|VerbForm=Part",
"Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
"Case=Acc,Dat|Number=Plur|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind",
"Case=Acc|Number=Sing|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
"Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
"Case=Acc|Gender=Masc|Mood=Imp|Number=Plur|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
"Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
"Case=Com|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
"POS=X",
"Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
"Case=Com|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
"Case=Acc,Dat|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
"Case=Acc|Gender=Masc|Mood=Imp|Number=Plur,Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
"Case=Acc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
"Number=Sing|POS=AUX|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Case=Acc|Gender=Masc|Mood=Imp|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
"Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin",
"Gender=Masc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
"Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
"Case=Dat|Mood=Imp|Number=Sing|POS=VERB|Person=1,3|PrepCase=Npr|PronType=Prs|VerbForm=Fin",
"Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
"Case=Dat|Number=Sing|POS=VERB|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Inf",
"Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
"POS=NOUN|PunctType=Comm",
"Degree=Cmp|POS=ADJ",
"Gender=Masc|POS=ADJ",
"Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
"POS=PRON|PronType=Neg",
"Case=Acc,Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Inf",
"Case=Acc|Number=Plur|POS=VERB|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes|VerbForm=Ger",
"Case=Dat|Number=Sing|POS=VERB|Person=3|PrepCase=Npr|PronType=Prs|VerbForm=Ger",
"Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind",
"Number=Sing|POS=DET|PronType=Int,Rel",
"Definite=Def|Foreign=Yes|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
"Foreign=Yes|POS=NOUN",
"Foreign=Yes|POS=ADP",
"Foreign=Yes|POS=CCONJ",
"Foreign=Yes|POS=PROPN"
],
"parser":[
"ROOT",
"acl",
"advcl",
"advmod",
"amod",
"appos",
"aux",
"case",
"cc",
"ccomp",
"compound",
"conj",
"cop",
"csubj",
"dep",
"det",
"expl:impers",
"expl:pass",
"expl:pv",
"fixed",
"flat",
"iobj",
"mark",
"nmod",
"nsubj",
"nummod",
"obj",
"obl",
"parataxis",
"punct",
"xcomp"
],
"attribute_ruler":[
],
"lemmatizer":[
]
},
"pipeline":[
"transformer",
"morphologizer",
"parser",
"attribute_ruler",
"lemmatizer"
],
"components":[
"transformer",
"morphologizer",
"parser",
"attribute_ruler",
"lemmatizer"
],
"disabled":[
],
"performance":{
"token_acc":0.99996168,
"token_p":0.9989078786,
"token_r":0.9995398685,
"token_f":0.9992237736,
"pos_acc":0.9913065148,
"morph_acc":0.9877497028,
"morph_micro_p":0.9966031189,
"morph_micro_r":0.9936743158,
"morph_micro_f":0.9951365624,
"morph_per_feat":{
"Definite":{
"p":0.998716303,
"r":0.9988587732,
"f":0.998787533
},
"Gender":{
"p":0.9968154529,
"r":0.9920507092,
"f":0.9944273736
},
"Number":{
"p":0.998570932,
"r":0.9946906741,
"f":0.9966270262
},
"PronType":{
"p":0.998181122,
"r":0.9958930277,
"f":0.9970357621
},
"PunctType":{
"p":0.9998403576,
"r":0.9984058664,
"f":0.9991225971
},
"VerbForm":{
"p":0.9953110347,
"r":0.995,
"f":0.995155493
},
"Mood":{
"p":0.9925280199,
"r":0.9905543127,
"f":0.9915401841
},
"Person":{
"p":0.9959888385,
"r":0.9940818103,
"f":0.9950344107
},
"Tense":{
"p":0.9931693989,
"r":0.9940747493,
"f":0.9936218679
},
"NumForm":{
"p":0.9900826446,
"r":0.9708265802,
"f":0.9803600655
},
"NumType":{
"p":0.9811965812,
"r":0.9655172414,
"f":0.9732937685
},
"Poss":{
"p":1.0,
"r":0.9981718464,
"f":0.9990850869
},
"PunctSide":{
"p":1.0,
"r":0.998,
"f":0.998998999
},
"Case":{
"p":0.9713043478,
"r":0.9662629758,
"f":0.9687771032
},
"PrepCase":{
"p":0.998960499,
"r":0.9948240166,
"f":0.9968879668
},
"Reflex":{
"p":0.9778830964,
"r":0.9951768489,
"f":0.9864541833
},
"Degree":{
"p":0.9928571429,
"r":0.9893238434,
"f":0.991087344
},
"Polarity":{
"p":1.0,
"r":0.9902597403,
"f":0.9951060359
},
"AdvType":{
"p":0.9619565217,
"r":0.9414893617,
"f":0.9516129032
},
"Number[psor]":{
"p":1.0,
"r":1.0,
"f":1.0
},
"Foreign":{
"p":1.0,
"r":1.0,
"f":1.0
}
},
"sents_p":0.9636904762,
"sents_r":0.9788391778,
"sents_f":0.9712057588,
"dep_uas":0.9484729289,
"dep_las":0.9310393672,
"dep_las_per_type":{
"det":{
"p":0.984183025,
"r":0.9859932088,
"f":0.9850872853
},
"nsubj":{
"p":0.9609203798,
"r":0.9623262619,
"f":0.961622807
},
"case":{
"p":0.9732649203,
"r":0.9716904826,
"f":0.9724770642
},
"amod":{
"p":0.9577218728,
"r":0.9540549948,
"f":0.9558849172
},
"nmod":{
"p":0.9085300429,
"r":0.8967434472,
"f":0.9025982678
},
"mark":{
"p":0.9381838074,
"r":0.9548997773,
"f":0.9464679912
},
"acl":{
"p":0.8763285024,
"r":0.8638095238,
"f":0.8700239808
},
"advcl":{
"p":0.7511961722,
"r":0.774352651,
"f":0.7625986642
},
"nummod":{
"p":0.9267857143,
"r":0.9153439153,
"f":0.9210292813
},
"obj":{
"p":0.925545996,
"r":0.9310918775,
"f":0.9283106538
},
"obl":{
"p":0.8356282272,
"r":0.8381527838,
"f":0.8368886016
},
"fixed":{
"p":0.875502008,
"r":0.8802153432,
"f":0.877852349
},
"cc":{
"p":0.9649965683,
"r":0.9663230241,
"f":0.9656593407
},
"conj":{
"p":0.8464516129,
"r":0.8372686662,
"f":0.8418350979
},
"root":{
"p":0.9505952381,
"r":0.9655380895,
"f":0.9580083983
},
"flat":{
"p":0.9494047619,
"r":0.958677686,
"f":0.9540186916
},
"xcomp":{
"p":0.8974358974,
"r":0.85995086,
"f":0.878293601
},
"advmod":{
"p":0.8801120448,
"r":0.8855693348,
"f":0.8828322563
},
"compound":{
"p":0.8986784141,
"r":0.8192771084,
"f":0.8571428571
},
"expl:pv":{
"p":0.8943396226,
"r":0.908045977,
"f":0.9011406844
},
"cop":{
"p":0.9191489362,
"r":0.9270386266,
"f":0.9230769231
},
"ccomp":{
"p":0.8882882883,
"r":0.9249530957,
"f":0.90625
},
"iobj":{
"p":0.8020833333,
"r":0.7661691542,
"f":0.7837150127
},
"aux":{
"p":0.9671428571,
"r":0.9630156472,
"f":0.9650748396
},
"appos":{
"p":0.8389715832,
"r":0.8647140865,
"f":0.8516483516
},
"expl:pass":{
"p":0.9401197605,
"r":0.8486486486,
"f":0.8920454545
},
"csubj":{
"p":0.902173913,
"r":0.8736842105,
"f":0.8877005348
},
"parataxis":{
"p":0.7,
"r":0.5,
"f":0.5833333333
},
"expl:impers":{
"p":0.6086956522,
"r":0.875,
"f":0.7179487179
},
"orphan":{
"p":0.0,
"r":0.0,
"f":0.0
},
"dep":{
"p":0.0322580645,
"r":0.1111111111,
"f":0.05
},
"nsubj:pass":{
"p":0.0,
"r":0.0,
"f":0.0
},
"aux:pass":{
"p":0.0,
"r":0.0,
"f":0.0
},
"acl:relcl":{
"p":0.0,
"r":0.0,
"f":0.0
}
},
"tag_acc":0.9674401664,
"lemma_acc":0.9685370645,
"speed":2047.9632793631
},
"sources":[
{
"name":"UD Spanish AnCora v2.8",
"url":"https://github.com/UniversalDependencies/UD_Spanish-AnCora",
"license":"GNU GPL 3.0",
"author":"Mart\u00ednez Alonso, H\u00e9ctor; Zeman, Daniel"
},
{
"name":"spaCy lookups data",
"author":"Explosion",
"url":"https://github.com/explosion/spacy-lookups-data",
"license":"MIT"
},
{
"name":"dccuchile/bert-base-spanish-wwm-cased",
"author":"Ca\u00f1ete, Jos\u00e9 and Chaperon, Gabriel and Fuentes, Rodrigo and Ho, Jou-Hui and Kang, Hojin and P\u00e9rez, Jorge",
"url":"https://huggingface.co/dccuchile/bert-base-spanish-wwm-cased",
"license":""
}
],
"requirements":[
"spacy-curated-transformers>=0.2.0,<0.3.0"
]
}