es_bsc_demo_md / meta.json
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{
"lang":"es",
"name":"bsc_demo_md",
"version":"3.4.1",
"description":"Spanish light weight pipeline by BSC. Components: floret static vecors, morphologizer, parser, attribute_ruler, lemmatizer, text classification.",
"author":"ext Mining Unit (TeMU) at the Barcelona Supercomputing Center (bsc-temu@bsc.es)",
"email":"For further information, send an email to plantl-gob-es@bsc.es",
"url":"https://huggingface.co/PlanTL-GOB-ES/es_bsc_demo_md",
"license":"mit",
"spacy_version":">=3.4.1,<3.5.0",
"spacy_git_version":"Unknown",
"vectors":{
"width":300,
"vectors":50000,
"keys":-1,
"name":"floret_embeddings_bne_es"
},
"labels":{
"tok2vec":[
],
"tagger":[
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"ADP",
"ADV",
"AUX",
"CCONJ",
"DET",
"INTJ",
"NOUN",
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],
"morphologizer":[
"Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
"Gender=Fem|Number=Plur|POS=NOUN",
"POS=ADP",
"Gender=Masc|Number=Sing|POS=NOUN",
"POS=CCONJ",
"POS=PROPN",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
"NumForm=Digit|NumType=Card|POS=NUM",
"Gender=Masc|Number=Plur|POS=NOUN",
"NumForm=Digit|POS=NOUN",
"Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
"POS=NOUN",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
"POS=PUNCT|PunctType=Comm",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
"POS=ADV",
"Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
"POS=PUNCT|PunctType=Peri",
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
"Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art",
"Case=Acc|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Number=Plur|POS=ADJ",
"Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Number=Sing|POS=ADJ",
"POS=PRON|PronType=Int,Rel",
"Number=Sing|POS=DET|PronType=Tot",
"Gender=Fem|Number=Sing|POS=NOUN",
"Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
"Gender=Masc|Number=Sing|POS=ADJ",
"POS=SCONJ",
"Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Number=Plur|POS=NOUN",
"POS=AUX|VerbForm=Inf",
"POS=VERB|VerbForm=Inf",
"Gender=Masc|Number=Plur|POS=PRON|PronType=Ind",
"Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
"Gender=Fem|Number=Sing|POS=DET|PronType=Dem",
"Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
"Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part",
"Gender=Fem|Number=Sing|POS=ADJ",
"Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"POS=PUNCT|PunctType=Quot",
"POS=ADV|Polarity=Neg",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"NumType=Card|Number=Plur|POS=NUM",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
"Number=Sing|POS=PRON|PronType=Int,Rel",
"Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
"Gender=Fem|Number=Plur|POS=DET|PronType=Tot",
"Gender=Fem|Number=Plur|POS=ADJ",
"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",
"Gender=Masc|Number=Sing|POS=DET|PronType=Dem",
"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",
"Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
"POS=VERB|VerbForm=Ger",
"Degree=Cmp|POS=ADV",
"Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part",
"Gender=Masc|Number=Plur|POS=DET|PronType=Dem",
"Gender=Masc|Number=Plur|POS=ADJ",
"Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ",
"Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
"AdvType=Tim|POS=NOUN",
"Number=Sing|POS=NOUN",
"Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
"Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part",
"NumType=Card|POS=NUM",
"Gender=Masc|Number=Sing|POS=DET|PronType=Tot",
"Number=Plur|POS=PRON|PronType=Ind",
"Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part",
"Gender=Masc|Number=Sing|POS=DET|PronType=Ind",
"Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
"Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin",
"Number=Plur|POS=PRON|PronType=Int,Rel",
"Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"POS=PART",
"Degree=Cmp|Number=Sing|POS=ADJ",
"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",
"Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
"Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin",
"AdvType=Tim|POS=ADJ",
"Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin",
"POS=PUNCT|PunctSide=Ini|PunctType=Brck",
"POS=PUNCT|PunctSide=Fin|PunctType=Brck",
"Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
"NumForm=Digit|NumType=Frac|POS=NUM",
"Gender=Fem|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel",
"POS=PUNCT",
"POS=ADJ",
"Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
"Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"Gender=Fem|Number=Plur|POS=DET|PronType=Dem",
"Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Dem",
"Gender=Masc|Number=Plur|POS=PRON|PronType=Tot",
"POS=PRON|PronType=Ind",
"Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ",
"Number=Plur|POS=DET|PronType=Ind",
"Number=Plur|POS=DET|PronType=Dem",
"Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ",
"Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
"Number=Sing|POS=PRON|PronType=Dem",
"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=Sing|POS=AUX|Tense=Past|VerbForm=Part",
"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",
"Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
"Gender=Masc|Number=Sing|POS=PRON|Poss=Yes|PronType=Int,Rel",
"Mood=Ind|Number=Sing|POS=AUX|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",
"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",
"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",
"Gender=Masc|Number=Sing|POS=PRON|PronType=Tot",
"Gender=Masc|NumType=Card|Number=Plur|POS=NUM",
"Gender=Masc|POS=NOUN",
"Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Ind",
"Gender=Fem|NumType=Card|Number=Plur|POS=DET|PronType=Ind",
"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",
"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=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
"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=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"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",
"Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
"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",
"Degree=Abs|Gender=Fem|Number=Sing|POS=ADJ",
"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",
"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",
"Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=DET|PronType=Ind",
"Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
"Definite=Ind|Gender=Fem|NumType=Card|Number=Sing|POS=DET|PronType=Art",
"Gender=Fem|NumType=Card|Number=Sing|POS=NUM",
"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=Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
"Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
"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=Acc,Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"Number=Sing|POS=DET|PronType=Dem",
"Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
"Gender=Fem|Number=Sing|POS=PRON|PronType=Neg",
"Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ",
"Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
"Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
"Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
"Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind",
"Case=Acc,Nom|Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs",
"Gender=Masc|NumType=Card|Number=Sing|POS=PRON|PronType=Int,Rel",
"Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
"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",
"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",
"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",
"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",
"POS=SYM",
"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",
"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",
"Gender=Masc|Number=Sing|POS=AUX|VerbForm=Fin",
"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",
"Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel",
"Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
"Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Mood=Ind|POS=VERB|Person=3|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",
"Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Ind",
"Definite=Def|Foreign=Yes|POS=DET|PronType=Art",
"Case=Com|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
"Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Case=Dat|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
"Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
"NumForm=Digit|NumType=Frac|POS=SYM",
"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|Gender=Masc|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"NumType=Card|Number=Plur|POS=DET|PronType=Ind",
"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=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
"Gender=Fem|Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
"Number=Sing|POS=PRON|PronType=Tot",
"AdvType=Tim|Gender=Masc|Number=Sing|POS=NOUN",
"POS=AUX|VerbForm=Fin",
"Gender=Fem|NumType=Card|Number=Plur|POS=PRON|PronType=Int,Rel",
"Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind",
"Case=Dat|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs|Reflex=Yes",
"Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
"Case=Acc|Number=Plur|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
"Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
"POS=PRON|PronType=Dem",
"Gender=Masc|Number=Plur|POS=DET|PronType=Art",
"Foreign=Yes|POS=X",
"Degree=Abs|Gender=Masc|NumType=Card|Number=Plur|POS=PRON|PronType=Ind",
"Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Ind",
"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",
"Case=Com|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
"Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs",
"Gender=Masc|Number=Sing|Number[psor]=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Ind",
"Gender=Masc|Number=Sing|POS=NOUN|VerbForm=Part",
"Case=Com|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
"Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind",
"Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|PrepCase=Npr|PronType=Prs",
"Gender=Masc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Ind",
"Number=Sing|POS=DET|PronType=Int,Rel",
"Gender=Fem|NumType=Card|Number=Sing|POS=PRON|PronType=Dem",
"Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
"Gender=Masc|POS=ADJ",
"Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
"Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin",
"Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs",
"POS=X",
"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",
"Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
"Degree=Cmp|POS=ADJ",
"Case=Acc|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs",
"Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
"Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Ind",
"POS=NOUN|PunctType=Comm",
"POS=PRON|PronType=Neg",
"Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
"Gender=Fem|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs"
],
"lemmatizer":[
],
"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"
],
"textcat":[
"Econom\u00eda",
"Entretenimiento",
"Historia",
"Humanidades",
"Derecho",
"Matem\u00e1ticas",
"M\u00fasica",
"Filosof\u00eda",
"Pol\u00edtica",
"Religi\u00f3n",
"Deporte",
"Ciencia_y_Tecnolog\u00eda"
]
},
"pipeline":[
"tok2vec",
"tagger",
"morphologizer",
"lemmatizer",
"parser",
"textcat"
],
"components":[
"tok2vec",
"tagger",
"morphologizer",
"lemmatizer",
"parser",
"textcat"
],
"disabled":[
],
"performance":{
"tag_acc":0.9538757026,
"pos_acc":0.9860176075,
"morph_acc":0.9810269013,
"morph_per_feat":{
"Definite":{
"p":0.9974197248,
"r":0.998564868,
"f":0.9979919679
},
"Gender":{
"p":0.9937007874,
"r":0.9890282132,
"f":0.9913589945
},
"Number":{
"p":0.997588487,
"r":0.9916486236,
"f":0.9946096871
},
"PronType":{
"p":0.9972970364,
"r":0.9918394777,
"f":0.9945607702
},
"PunctType":{
"p":0.9990378448,
"r":0.9996790757,
"f":0.9993583574
},
"VerbForm":{
"p":0.9911852668,
"r":0.9879196737,
"f":0.9895497761
},
"Mood":{
"p":0.9877038896,
"r":0.9815461347,
"f":0.9846153846
},
"Person":{
"p":0.9906984907,
"r":0.9853377553,
"f":0.9880108515
},
"Tense":{
"p":0.9857732905,
"r":0.9823919506,
"f":0.984079716
},
"NumForm":{
"p":0.9802306425,
"r":0.9786184211,
"f":0.9794238683
},
"NumType":{
"p":0.9809193408,
"r":0.9601018676,
"f":0.9703989704
},
"Poss":{
"p":1.0,
"r":0.9981718464,
"f":0.9990850869
},
"PunctSide":{
"p":0.9979035639,
"r":1.0,
"f":0.9989506821
},
"Case":{
"p":0.9398430689,
"r":0.9357638889,
"f":0.9377990431
},
"PrepCase":{
"p":0.9968717414,
"r":0.9917012448,
"f":0.9942797712
},
"Reflex":{
"p":0.9761904762,
"r":0.9951456311,
"f":0.9855769231
},
"Degree":{
"p":0.9854014599,
"r":0.9608540925,
"f":0.972972973
},
"Polarity":{
"p":1.0,
"r":0.986970684,
"f":0.993442623
},
"AdvType":{
"p":0.9715909091,
"r":0.9144385027,
"f":0.9421487603
},
"Number[psor]":{
"p":0.9714285714,
"r":0.9714285714,
"f":0.9714285714
},
"Foreign":{
"p":1.0,
"r":1.0,
"f":1.0
}
},
"lemma_acc":0.9797689766,
"dep_uas":0.9125813681,
"dep_las":0.880866503,
"dep_las_per_type":{
"det":{
"p":0.9770716511,
"r":0.9735535138,
"f":0.9753094098
},
"nsubj":{
"p":0.8962333826,
"r":0.8906422018,
"f":0.8934290447
},
"case":{
"p":0.9669702324,
"r":0.9647409818,
"f":0.9658543208
},
"amod":{
"p":0.923539823,
"r":0.9131956598,
"f":0.9183386132
},
"nmod":{
"p":0.841149363,
"r":0.8279082177,
"f":0.8344762673
},
"mark":{
"p":0.9125560538,
"r":0.9064587973,
"f":0.9094972067
},
"acl":{
"p":0.7564612326,
"r":0.7282296651,
"f":0.7420770356
},
"advcl":{
"p":0.607184241,
"r":0.6493184634,
"f":0.6275449102
},
"nummod":{
"p":0.9239332096,
"r":0.8924731183,
"f":0.9079307201
},
"obj":{
"p":0.8363333333,
"r":0.8172638436,
"f":0.8266886326
},
"obl":{
"p":0.6855690262,
"r":0.7588744589,
"f":0.7203616191
},
"fixed":{
"p":0.7862857143,
"r":0.8664987406,
"f":0.8244457759
},
"cc":{
"p":0.9317073171,
"r":0.9291174427,
"f":0.9304105776
},
"conj":{
"p":0.7186666667,
"r":0.6941403735,
"f":0.7061906322
},
"root":{
"p":0.9052757794,
"r":0.9162621359,
"f":0.9107358263
},
"flat":{
"p":0.9297052154,
"r":0.9367859863,
"f":0.93323217
},
"xcomp":{
"p":0.8670076726,
"r":0.768707483,
"f":0.8149038462
},
"advmod":{
"p":0.8293918919,
"r":0.832673827,
"f":0.8310296192
},
"compound":{
"p":0.8926829268,
"r":0.743902439,
"f":0.8115299335
},
"expl:pv":{
"p":0.8138801262,
"r":0.7818181818,
"f":0.7975270479
},
"cop":{
"p":0.8682008368,
"r":0.8943965517,
"f":0.881104034
},
"ccomp":{
"p":0.8385899814,
"r":0.8448598131,
"f":0.8417132216
},
"iobj":{
"p":0.7857142857,
"r":0.5213270142,
"f":0.6267806268
},
"appos":{
"p":0.6910994764,
"r":0.7542857143,
"f":0.7213114754
},
"expl:pass":{
"p":0.7323943662,
"r":0.8041237113,
"f":0.7665847666
},
"csubj":{
"p":0.625,
"r":0.7446808511,
"f":0.6796116505
},
"aux":{
"p":0.9648854962,
"r":0.9532428356,
"f":0.9590288316
},
"dep":{
"p":0.0,
"r":0.0,
"f":0.0
},
"parataxis":{
"p":0.6,
"r":0.3928571429,
"f":0.4748201439
},
"expl:impers":{
"p":0.875,
"r":0.7777777778,
"f":0.8235294118
},
"acl:relcl":{
"p":0.0,
"r":0.0,
"f":0.0
},
"nsubj:pass":{
"p":0.0,
"r":0.0,
"f":0.0
},
"aux:pass":{
"p":0.0,
"r":0.0,
"f":0.0
},
"expl":{
"p":0.0,
"r":0.0,
"f":0.0
}
},
"sents_p":0.9538369305,
"sents_r":0.9654126214,
"sents_f":0.9595898673,
"tok2vec_loss":71663.9628968762,
"tagger_loss":12623.442491889,
"morphologizer_loss":3114.6936840415,
"parser_loss":49912.5972550252,
"cats_score":0.9913894487,
"cats_score_desc":"macro AUC",
"cats_micro_p":0.9752415459,
"cats_micro_r":0.9618820727,
"cats_micro_f":0.9685157421,
"cats_macro_p":0.9724787679,
"cats_macro_r":0.954214933,
"cats_macro_f":0.9631278152,
"cats_macro_auc":0.9913894487
},
"requirements":[
]
}