pt_core_news_sm / README.md
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metadata
tags:
  - spacy
  - token-classification
language:
  - pt
license: cc-by-sa-4.0
model-index:
  - name: pt_core_news_sm
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.8790783555
          - name: NER Recall
            type: recall
            value: 0.8807391809
          - name: NER F Score
            type: f_score
            value: 0.8799079845
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS Accuracy
            type: accuracy
            value: 0.8873037103
      - task:
          name: SENTER
          type: token-classification
        metrics:
          - name: SENTER Precision
            type: precision
            value: 0.915904936
          - name: SENTER Recall
            type: recall
            value: 0.9460263806
          - name: SENTER F Score
            type: f_score
            value: 0.923678499
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Dependencies Accuracy
            type: accuracy
            value: 0.8871608778
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Dependencies Accuracy
            type: accuracy
            value: 0.8871608778

Details: https://spacy.io/models/pt#pt_core_news_sm

Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, senter, ner, attribute_ruler, lemmatizer.

Feature Description
Name pt_core_news_sm
Version 3.2.0
spaCy >=3.2.0,<3.3.0
Default Pipeline tok2vec, morphologizer, parser, attribute_ruler, lemmatizer, ner
Components tok2vec, morphologizer, parser, senter, attribute_ruler, lemmatizer, ner
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources Lemmatization Lists (Michal Měchura)
UD Portuguese Bosque v2.8 (Rademaker, Alexandre; Freitas, Cláudia; de Souza, Elvis; Silveira, Aline; Cavalcanti, Tatiana; Evelyn, Wograine; Rocha, Luisa; Soares-Bastos, Isabela; Bick, Eckhard; Chalub, Fabricio; Paulino-Passos, Guilherme; Real, Livy; de Paiva, Valeria; Zeman, Daniel; Popel, Martin; Mareček, David; Silveira, Natalia; Martins, André)
WikiNER (Joel Nothman, Nicky Ringland, Will Radford, Tara Murphy, James R Curran)
License CC BY-SA 4.0
Author Explosion

Label Scheme

View label scheme (591 labels for 4 components)
Component Labels
morphologizer Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=NOUN, Gender=Masc|Number=Sing|POS=ADJ, Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=PROPN, Number=Sing|POS=PROPN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=NOUN, Definite=Def|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=NOUN, Gender=Fem|Number=Sing|POS=ADJ, POS=PUNCT, NumType=Card|POS=NUM, POS=ADV, Gender=Fem|Number=Plur|POS=ADJ, Gender=Fem|Number=Plur|POS=NOUN, Definite=Def|Gender=Masc|Number=Sing|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=PROPN, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part, POS=ADP, POS=PRON|PronType=Rel, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=SCONJ, POS=VERB|VerbForm=Inf, Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Gender=Masc|Number=Plur|POS=ADJ, POS=CCONJ, Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Definite=Def|Gender=Masc|Number=Plur|POS=ADP|PronType=Art, Gender=Masc|Number=Plur|POS=PRON|PronType=Rel, Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=ADV|Polarity=Neg, Gender=Masc|Number=Sing|POS=DET|PronType=Art, POS=X, Gender=Masc|Number=Plur|POS=PRON|PronType=Dem, Gender=Fem|Number=Plur|POS=DET|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=PRON|PronType=Tot, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, Number=Sing|POS=CCONJ, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part, Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Gender=Fem|Number=Plur|POS=PRON|PronType=Ind, Gender=Masc|Number=Plur|POS=DET|PronType=Prs, Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Number=Plur|POS=NOUN, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, POS=AUX|VerbForm=Inf, Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Sing|POS=ADP|PronType=Dem, Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, POS=VERB|VerbForm=Ger, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Gender=Masc|Number=Plur|POS=PROPN, Number=Plur|POS=AUX|Person=3|VerbForm=Inf, Gender=Fem|Number=Sing|POS=PRON|PronType=Dem, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Gender=Masc|Number=Plur|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Art, POS=VERB|VerbForm=Part, Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Definite=Ind|Gender=Fem|Number=Sing|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=PRON|PronType=Rel, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Definite=Def|Gender=Fem|Number=Sing|POS=ADP|PronType=Art, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ, Gender=Fem|Number=Plur|POS=DET|PronType=Prs, Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, NumType=Ord|POS=ADJ, Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Sing|POS=PRON|PronType=Ind, Number=Plur|POS=ADJ, Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Gender=Masc|Number=Sing|POS=SCONJ|PronType=Dem, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Gender=Fem|Number=Sing|POS=PRON|PronType=Ind, Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part, Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part, Gender=Masc|NumType=Mult|Number=Sing|POS=NUM, Number=Sing|POS=PRON|PronType=Ind, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin, Gender=Fem|Number=Plur|POS=PRON|PronType=Rel, Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Gender=Masc|Number=Sing|POS=PROPN|PronType=Art, Gender=Fem|Number=Sing|POS=DET|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Number=Sing|POS=VERB|Person=3|VerbForm=Inf, 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Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Tense=Imp|VerbForm=Fin, Gender=Fem|Number=Plur|POS=PRON|PronType=Tot, Definite=Def|POS=DET|PronType=Art, Case=Acc|Gender=Masc|POS=PRON|PronType=Prs, POS=VERB|VerbForm=Fin, Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Art, Gender=Masc|Number=Sing|POS=DET|PronType=Neg, POS=VERB|VerbForm=Inf|Voice=Pass, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part, Case=Acc|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin, POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Inf, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin, Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin, Number=Sing|POS=PROPN|PronType=Art, Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=AUX|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pqp|VerbForm=Fin, Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin, Number=Sing|POS=PRON|Person=1|PronType=Prs, Gender=Fem|Number=Sing|POS=ADJ|PronType=Dem, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Number=Plur|POS=AUX|Person=1|Tense=Past, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem, Gender=Masc|Number=Sing|POS=PRON|PronType=Neg, POS=PRON|PronType=Dem, Gender=Masc|Number=Sing|POS=DET, Case=Acc|Gender=Masc|Number=Sing|POS=ADV|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger, POS=PRON|PronType=Ind, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin, Gender=Masc|Number=Sing|POS=PRON|PronType=Tot, Case=Dat|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|POS=VERB|PronType=Prs|VerbForm=Inf, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin, Gender=Masc|Number=Sing|POS=X, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=DET|PronType=Rel, Gender=Masc|Number=Sing|POS=SCONJ, Gender=Masc|Number=Sing|POS=PRON, Gender=Fem|POS=DET|PronType=Dem, Gender=Masc|Number=Plur|POS=NUM, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger, Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Dem, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin, Case=Acc|Mood=Ind|Number=Sing|POS=AUX|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, POS=ADP|PronType=Dem, Definite=Def|Gender=Fem|POS=ADP|PronType=Art, POS=ADP|PronType=Art, Gender=Masc|Number=Sing|POS=ADP, Gender=Masc|Number=Sing|POS=ADP|Person=3|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pqp|VerbForm=Fin, Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Tense=Imp|VerbForm=Fin, Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, POS=DET, Gender=Fem|Number=Plur|POS=DET|PronType=Emp, Definite=Def|Gender=Fem|Number=Sing|POS=PRON|PronType=Art, Case=Acc|Gender=Masc|Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Dat|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, Number=Plur|POS=AUX|Person=1|VerbForm=Inf, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, Degree=Cmp|POS=ADJ, Gender=Fem|Number=Plur|POS=ADP|PronType=Ind, Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs, Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem, Case=Acc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin, Number=Sing|POS=VERB|Person=3|VerbForm=Inf|Voice=Pass, Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf, Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Fem,Masc|Number=Sing|POS=PROPN, POS=PRON|PronType=Int, Gender=Fem|Number=Plur|POS=NUM, POS=PRON|PronType=Neg, Gender=Fem|Number=Sing|POS=SCONJ|PronType=Dem, POS=SYM, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin, Gender=Fem|Number=Sing|POS=X, Case=Dat|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Masc|NumType=Sets|Number=Sing|POS=NUM, Foreign=Yes|POS=NOUN, Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger, Case=Acc|POS=AUX|PronType=Prs|VerbForm=Inf, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Number=Sing|POS=DET|PronType=Ind, Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs, Number=Plur|POS=PRON|PronType=Int, Definite=Def|Gender=Masc|Number=Plur|POS=SCONJ|PronType=Art, Gender=Masc|Number=Plur|POS=PRON|PronType=Prs, Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Gender=Masc|Number=Plur|POS=ADP|PronType=Ind, Gender=Fem|Number=Sing|POS=PRON|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin, Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin, Definite=Ind|Gender=Fem|Number=Sing|POS=SCONJ|PronType=Art, Number=Sing|POS=VERB, Number=Sing|POS=DET, Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass, NumType=Mult|POS=NUM, Gender=Fem|Number=Sing|POS=PRON|PronType=Neg, Mood=Ind|POS=VERB|Tense=Imp|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=2|PronType=Prs|Tense=Past|VerbForm=Fin, Number=Plur|POS=PRON|Person=2|PronType=Prs, NumType=Card|Number=Plur|POS=NUM, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger, Case=Acc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Gender=Fem|Number=Sing|POS=SCONJ|PronType=Rel, Case=Acc|Mood=Ind|Number=Plur|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Int, Gender=Masc|Number=Sing|POS=ADV|Polarity=Neg, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Case=Acc|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf, Number=Sing|POS=VERB|Person=1|VerbForm=Inf, Definite=Def|Gender=Masc|POS=ADP|PronType=Art, Gender=Masc|POS=NOUN, Gender=Masc|NumType=Ord|Number=Sing|POS=NOUN, Definite=Def|Gender=Fem|Number=Plur|POS=SCONJ|PronType=Art, POS=ADJ, Gender=Fem|Number=Sing|POS=ADV|PronType=Ind, Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|PronType=Prs, Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Acc|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf, Number=Sing|POS=PRON|PronType=Tot, Number=Sing|POS=DET|PronType=Rel, Gender=Fem|Number=Plur|POS=VERB, Case=Dat|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf, Case=Acc|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Case=Acc|Gender=Fem|Number=Sing|POS=VERB|PronType=Prs|VerbForm=Inf, Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger, NumType=Range|POS=NUM, Case=Dat|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin, Number=Plur|POS=PRON|PronType=Rel, Case=Dat|Gender=Masc|Mood=Cnd|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin, Case=Acc|Gender=Fem|Mood=Cnd|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin, Case=Dat|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Mood=Sub|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin, Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf, Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Gender=Fem|Number=Plur|POS=PRON|PronType=Int, Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Imp|VerbForm=Fin, Number=Sing|POS=VERB|Person=1|VerbForm=Inf|Voice=Pass, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Gender=Masc|Number=Plur|POS=SCONJ|PronType=Dem, NumType=Frac|POS=NUM, Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Fem|Number=Sing|POS=ADP|PronType=Ind, Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin, Gender=Fem|Number=Sing|POS=ADV|PronType=Rel, Mood=Cnd|POS=VERB|VerbForm=Fin, Case=Dat|Gender=Masc|Mood=Cnd|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Fin, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Dat|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Gender=Masc|Number=Sing|POS=PRON|PronType=Prs, Gender=Masc|Number=Sing|POS=ADP|PronType=Ind, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf|Voice=Pass, POS=VERB|VerbForm=Part|Voice=Pass, Case=Dat|Mood=Cnd|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, Number=Sing|POS=X, POS=PROPN, Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin, Case=Acc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass, Gender=Masc|Number=Sing|POS=ADV|PronType=Int, Case=Dat|Mood=Ind|Number=Sing|POS=AUX|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Acc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin|Voice=Pass, Case=Dat|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc,Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Int, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pqp|VerbForm=Fin, Case=Acc|Gender=Masc|POS=AUX|PronType=Prs|VerbForm=Ger, Case=Acc|Gender=Fem|POS=AUX|PronType=Prs|VerbForm=Ger, Case=Acc|Gender=Fem|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Dat|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf, Case=Acc|Gender=Masc|Mood=Sub|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin, Case=Acc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Imp|VerbForm=Fin, Gender=Fem|Number=Plur|POS=PRON|PronType=Prs, Gender=Fem|Number=Plur|POS=X, Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Rel, Definite=Ind|Gender=Fem|POS=DET|PronType=Art, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass, Mood=Ind|Number=Sing|POS=VERB|Tense=Pqp|VerbForm=Fin, Case=Dat|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Mood=Sub|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin, Number=Sing|POS=NUM, Number=Plur|POS=PROPN, Case=Dat|POS=PRON|PronType=Prs, Gender=Masc|Number=Sing|POS=VERB, Case=Acc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin|Voice=Pass, Definite=Def|Number=Sing|POS=DET|PronType=Art, Gender=Fem|Number=Sing|POS=PROPN|PronType=Art, Gender=Masc|Number=Plur|POS=VERB, Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pqp|VerbForm=Fin, Gender=Masc|Number=Sing|POS=ADV|PronType=Ind, Mood=Sub|Number=Sing|POS=AUX|Tense=Imp|VerbForm=Fin, Gender=Masc|Number=Plur|POS=ADJ|Voice=Pass, Mood=Imp|Number=Sing|POS=AUX|Person=2|VerbForm=Fin, Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin, Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Rel, Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass, POS=DET|PronType=Ind, POS=SCONJ|VerbForm=Ger, Mood=Cnd|Number=Sing|POS=VERB|VerbForm=Fin, Definite=Def|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem, Number=Sing|POS=ADP, Gender=Fem|Number=Sing|POS=VERB, Mood=Sub|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Fin, Definite=Def|Gender=Masc|Number=Sing|POS=PRON|PronType=Dem, Case=Acc|Gender=Fem|POS=PRON|PronType=Prs, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Gender=Masc|POS=PROPN, Gender=Fem|Number=Plur|POS=DET, Gender=Masc|Number=Plur|POS=PRON, Gender=Masc|Number=Sing|POS=SCONJ|PronType=Rel, Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, NumType=Ord|POS=NUM, POS=DET|PronType=Int, Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs|VerbForm=Ger, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Fin, POS=PART, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin, Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|VerbForm=Inf, NumType=Card|POS=ADP, Gender=Fem|Number=Sing|POS=PRON|PronType=Tot, Gender=Masc|Number=Sing|POS=ADP|PronType=Rel, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin, Case=Acc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|POS=SCONJ|Person=3|PronType=Prs, POS=VERB, Case=Dat|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Definite=Def|Gender=Fem|Number=Plur|POS=PRON|PronType=Art, Case=Dat|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger, Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin
parser ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux, aux:pass, case, cc, ccomp, compound, conj, cop, csubj, dep, det, discourse, expl, fixed, flat, flat:foreign, flat:name, iobj, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, obl:agent, parataxis, punct, xcomp
senter I, S
ner LOC, MISC, ORG, PER

Accuracy

Type Score
SENTS_P 91.59
SENTS_R 94.60
SENTS_F 92.37
TAG_ACC 88.73
ENTS_P 87.91
ENTS_R 88.07
ENTS_F 87.99
TOKEN_ACC 100.00
TOKEN_P 99.88
TOKEN_R 99.95
TOKEN_F 99.92
POS_ACC 96.14
MORPH_ACC 94.69
MORPH_MICRO_P 97.43
MORPH_MICRO_R 96.91
MORPH_MICRO_F 97.17
DEP_UAS 88.72
DEP_LAS 84.56
LEMMA_ACC 76.73