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pt_udv25_portuguesebosque_trf

Token Classification
spaCy
Portuguese
Eval Results
Model card Files Community
pt_udv25_portuguesebosque_trf / README.md
Adriane Boyd
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metadata
tags:
  - spacy
  - token-classification
language:
  - pt
license: cc-by-sa-4.0
model-index:
  - name: pt_udv25_portuguesebosque_trf
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9809207592
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9814163239
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9733881758
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.980030722
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.938526243
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.91190874
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9582222222

UD v2.5 benchmarking pipeline for UD_Portuguese-Bosque

Feature Description
Name pt_udv25_portuguesebosque_trf
Version 0.0.1
spaCy >=3.2.1,<3.3.0
Default Pipeline experimental_char_ner_tokenizer, transformer, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer
Components experimental_char_ner_tokenizer, transformer, senter, tagger, morphologizer, parser, experimental_edit_tree_lemmatizer
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources Universal Dependencies v2.5 (Zeman, Daniel; et al.)
License CC BY-SA 4.0
Author Explosion

Label Scheme

View label scheme (2079 labels for 6 components)
Component Labels
experimental_char_ner_tokenizer TOKEN
senter I, S
tagger ADJ, ADP, ADP_ADV, ADP_DET, ADP_NUM, ADP_PRON, ADP_PROPN, ADV, ADV_PRON, ADV_PROPN, AUX, AUX_PRON, CCONJ, DET, INTJ, NOUN, NUM, PART, PART_NOUN, PRON, PRON_PRON, PROPN, PROPN_DET, PROPN_PROPN, PUNCT, SCONJ, SCONJ_DET, SCONJ_PRON, SYM, VERB, VERB_PRON, X
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, Gender=Unsp|Number=Sing|POS=PROPN, 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, 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, Gender=Unsp|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|Gender=Unsp|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=PRON|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, Gender=Unsp|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, Gender=Unsp|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, Gender=Unsp|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, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Unsp|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin, POS=AUX|VerbForm=Part, Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Case=Nom|Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs, Gender=Unsp|Number=Sing|POS=PRON|PronType=Rel, Number=Sing|POS=DET|PronType=Art, Definite=Def|Gender=Fem|Number=Plur|POS=ADP|PronType=Art, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin, Gender=Masc|NumType=Frac|Number=Sing|POS=NUM, Gender=Masc|Number=Sing|POS=DET|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=PRON|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Fem|Number=Sing|POS=ADP|PronType=Dem, Gender=Masc|Number=Plur|POS=DET|PronType=Art, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Number=Plur|POS=VERB|Person=3|VerbForm=Inf, Definite=Def|Gender=Masc|Number=Sing|POS=SCONJ|PronType=Art, Definite=Def|POS=SCONJ|PronType=Art, Gender=Masc|Number=Plur|POS=ADP|PronType=Art, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Gender=Fem|Number=Plur|POS=PRON|PronType=Dem, Gender=Fem|Number=Plur|POS=PROPN, Case=Acc|Gender=Unsp|POS=PRON|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=3|VerbForm=Fin, POS=AUX, Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Gender=Masc|Number=Sing|POS=ADP|PronType=Art, Gender=Fem|Number=Sing|POS=ADP|PronType=Art, POS=INTJ, Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Unsp|Number=Sing|POS=PRON|PronType=Int, Gender=Fem|Number=Sing|POS=DET|PronType=Rel, Gender=Masc|Number=Sing|POS=DET|PronType=Emp, Case=Acc|Gender=Unsp|Mood=Sub|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Unsp|POS=PRON|PronType=Ind, Gender=Fem|Number=Plur|POS=DET|PronType=Rel, Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Definite=Ind|Gender=Masc|Number=Sing|POS=ADP|PronType=Art, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pqp|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Masc|POS=VERB|PronType=Prs|VerbForm=Inf, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Case=Acc|Gender=Fem|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Emp, Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Gender=Fem|Number=Plur|POS=PRON|Person=1|PronType=Prs, Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Sing|POS=DET|PronType=Int, Case=Acc|Gender=Unsp|POS=VERB|PronType=Prs|VerbForm=Ger, Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Gender=Unsp|Number=Sing|POS=ADJ, Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin, Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Fem|Number=Plur|POS=DET|PronType=Tot, Gender=Masc|Number=Plur|POS=ADP|PronType=Dem, Case=Acc|Gender=Masc|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin, Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin, Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Number=Sing|POS=AUX|Person=3|VerbForm=Inf, Gender=Masc|Number=Plur|POS=PRON|PronType=Int, Gender=Masc|Number=Sing|POS=PRON|PronType=Int, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin, Gender=Masc|Number=Plur|POS=DET|PronType=Int, Gender=Fem|Number=Plur|POS=DET|PronType=Int, Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Fut|VerbForm=Fin, Gender=Fem|Number=Plur|POS=ADP|PronType=Art, Gender=Fem|Number=Plur|POS=ADP|PronType=Dem, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin, Gender=Masc|Number=Sing|POS=PART, Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Unsp|Number=Plur|POS=DET|PronType=Ind, Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=AUX|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Masc|Number=Plur|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Gender=Masc|Number=Sing|POS=ADV, Gender=Masc|Number=Sing|POS=DET|PronType=Rel, Case=Dat|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Dat|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Gender=Fem|Number=Sing|POS=DET|PronType=Neg, Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin, Definite=Def|POS=DET|PronType=Art, Case=Dat|Gender=Masc|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Ger, Number=Plur|POS=VERB|Person=1|VerbForm=Inf, Gender=Fem|Number=Sing|POS=PRON|PronType=Int, Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin, Gender=Masc|POS=ADJ, POS=NOUN, POS=AUX|VerbForm=Ger, Case=Dat|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=1|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Person=3|PronType=Prs|VerbForm=Inf, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=2|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Definite=Def|Gender=Fem|Number=Sing|POS=SCONJ|PronType=Art, Case=Acc|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=1|PronType=Prs|Tense=Pres|VerbForm=Fin, Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Gender=Fem|Number=Sing|POS=DET|PronType=Art, Number=Sing|POS=NOUN, Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin, Gender=Unsp|Number=Plur|POS=PROPN, Gender=Fem|Number=Plur|POS=DET|PronType=Art, Mood=Ind|Number=Plur|POS=AUX|Person=3|VerbForm=Fin, Case=Dat|Gender=Masc|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Case=Dat|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Masc|Number=Plur|POS=DET|PronType=Emp, Gender=Unsp|POS=PRON|PronType=Prs, 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, Case=Acc|Gender=Masc|POS=PRON|PronType=Prs, Gender=Unsp|Number=Unsp|POS=PRON|PronType=Rel, 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|Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs, Gender=Masc|Number=Sing|POS=AUX|VerbForm=Part, Case=Acc|Gender=Unsp|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|Gender=Unsp|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, Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs, 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, Gender=Unsp|Number=Sing|POS=NOUN, 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, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem, Gender=Masc|Number=Sing|POS=PRON|PronType=Neg, Gender=Unsp|Number=Unsp|POS=PRON|PronType=Dem, 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, Gender=Unsp|Number=Unsp|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, Gender=Masc|Number=Sing|POS=DET, Case=Dat|Gender=Unsp|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|Gender=Unsp|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|Gender=Unsp|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Unsp|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|Gender=Unsp|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin, Case=Acc|Gender=Unsp|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, Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs, 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|Gender=Unsp|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, Number=Sing|POS=PRON|PronType=Rel, Gender=Fem|Number=Plur|POS=ADP|PronType=Ind, Case=Dat|Gender=Unsp|Number=Sing|POS=PRON|Person=1|PronType=Prs, Definite=Def|Gender=Masc|Number=Plur|POS=PRON|PronType=Dem, Case=Acc|Gender=Unsp|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|Gender=Unsp|Mood=Ind|Number=Plur,Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Unsp|Number=Plur|POS=VERB|Person=2|PronType=Prs|VerbForm=Inf, Gender=Unsp|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, Gender=Unsp|Number=Unsp|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|Gender=Unsp|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|Gender=Unsp|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, Gender=Unsp|Number=Sing|POS=DET|PronType=Ind, Case=Nom|Gender=Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Unsp|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, POS=PRON|PronType=Dem, 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, Gender=Unsp|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|Gender=Unsp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Ger, Gender=Fem|Number=Sing|POS=NUM, Case=Acc|Gender=Unsp|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, Number=Plur|POS=ADJ, Case=Acc|Gender=Unsp|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|Gender=Unsp|Mood=Ind|Number=Sing|POS=VERB|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, Case=Acc|Gender=Unsp|Number=Sing|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf, Number=Sing|POS=VERB|Person=1|VerbForm=Inf, Definite=Def|Gender=Masc|Number=Unsp|POS=ADP|PronType=Art, Gender=Masc|Number=Unsp|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|Gender=Unsp|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Acc|Gender=Unsp|Number=Plur|POS=VERB|Person=1|PronType=Prs|VerbForm=Inf, Gender=Unsp|Number=Sing|POS=PRON|PronType=Tot, Gender=Unsp|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, Gender=Unsp|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|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Pres|VerbForm=Fin, Mood=Sub|POS=VERB|Tense=Pres|VerbForm=Fin, Gender=Unsp|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|Gender=Unsp|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, Number=Unsp|POS=PRON|PronType=Ind, 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, Gender=Masc|POS=NOUN, 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, Case=Acc|POS=VERB|PronType=Prs|VerbForm=Ger, 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=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, 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|Gender=Unsp|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, Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin, Case=Acc|Gender=Unsp|Number=Sing|POS=VERB|Person=3|PronType=Prs|VerbForm=Inf, Case=Dat|Gender=Unsp|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|Gender=Unsp|Mood=Ind|Number=Sing|POS=AUX|Person=1,3|PronType=Prs|Tense=Past|VerbForm=Fin, POS=VERB, Case=Acc|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Person=3|PronType=Prs|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Acc|Gender=Unsp|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,Unsp|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Unsp|Number=Unsp|POS=ADV|PronType=Int, Gender=Unsp|Number=Sing|POS=ADV|PronType=Ind, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pqp|VerbForm=Fin, POS=PROPN, 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|Gender=Unsp|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|Gender=Unsp|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, Gender=Unsp|Number=Sing|POS=ADV, 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, Case=Dat|Gender=Unsp|POS=PRON|PronType=Prs, Gender=Masc|Number=Sing|POS=VERB, Case=Acc|Gender=Unsp|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=Fem|Number=Sing|POS=DET, 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, Gender=Masc|Number=Plur|POS=DET, Definite=Def|Gender=Fem|Number=Sing|POS=PRON|PronType=Dem, Gender=Fem|Number=Sing|POS=VERB, Mood=Sub|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Fin, 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, NumType=Ord|POS=NUM, POS=DET|PronType=Int, Case=Acc|Gender=Unsp|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|Gender=Unsp|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|Gender=Unsp|Mood=Ind|Number=Plur|POS=VERB|Person=3|PronType=Prs|Tense=Imp|VerbForm=Fin, Case=Acc|Gender=Unsp|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|POS=SCONJ|Person=3|PronType=Prs, 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|Gender=Unsp|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, dislocated, expl, fixed, flat, flat:foreign, flat:name, iobj, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, obl:agent, orphan, parataxis, punct, vocative, xcomp
experimental_edit_tree_lemmatizer 1, 2, 3, 4, 6, 8, 9, 11, 13, 15, 17, 20, 22, 24, 14, 7, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 45, 48, 53, 54, 55, 57, 58, 60, 62, 65, 66, 67, 70, 72, 74, 76, 79, 83, 85, 87, 89, 91, 95, 99, 101, 102, 104, 106, 108, 110, 113, 115, 117, 119, 120, 122, 124, 125, 126, 128, 130, 132, 134, 136, 138, 141, 142, 144, 147, 150, 152, 154, 155, 159, 162, 163, 165, 166, 169, 171, 172, 174, 175, 178, 180, 181, 184, 186, 189, 191, 193, 195, 198, 200, 111, 202, 204, 207, 209, 212, 214, 216, 218, 220, 221, 223, 224, 226, 228, 230, 232, 234, 236, 239, 242, 244, 245, 246, 247, 249, 251, 252, 253, 256, 257, 259, 261, 263, 267, 269, 270, 271, 273, 277, 278, 281, 282, 283, 285, 286, 288, 289, 290, 292, 293, 295, 297, 298, 300, 302, 303, 305, 307, 309, 310, 311, 313, 314, 316, 319, 168, 322, 323, 326, 327, 329, 331, 333, 335, 336, 338, 341, 343, 345, 347, 348, 350, 351, 354, 356, 359, 361, 363, 364, 365, 366, 367, 369, 373, 376, 378, 379, 380, 381, 383, 384, 386, 389, 392, 394, 395, 396, 398, 400, 403, 405, 407, 409, 410, 412, 415, 416, 417, 418, 419, 420, 422, 424, 429, 431, 432, 438, 439, 441, 442, 445, 448, 449, 450, 452, 454, 457, 458, 461, 463, 465, 468, 469, 470, 473, 475, 477, 478, 481, 484, 485, 486, 488, 491, 495, 497, 499, 503, 506, 507, 508, 509, 510, 511, 513, 514, 516, 517, 519, 521, 522, 523, 525, 528, 530, 533, 534, 536, 538, 540, 541, 542, 544, 545, 547, 549, 551, 552, 554, 555, 558, 559, 560, 562, 563, 565, 566, 570, 572, 579, 582, 583, 585, 586, 587, 590, 592, 594, 595, 597, 599, 601, 603, 606, 608, 609, 611, 612, 614, 615, 616, 619, 621, 622, 625, 626, 627, 629, 630, 631, 633, 634, 637, 638, 639, 640, 642, 644, 646, 647, 652, 653, 656, 657, 659, 660, 661, 664, 666, 669, 671, 672, 673, 674, 675, 677, 678, 680, 682, 685, 687, 689, 691, 692, 693, 695, 699, 701, 702, 703, 706, 707, 709, 710, 711, 712, 714, 716, 718, 719, 720, 721, 724, 725, 729, 730, 732, 735, 738, 740, 742, 744, 746, 749, 750, 751, 754, 756, 760, 762, 767, 769, 771, 774, 776, 778, 780, 781, 784, 785, 787, 788, 789, 791, 793, 794, 795, 798, 800, 801, 803, 804, 806, 808, 810, 811, 812, 814, 816, 819, 820, 823, 824, 825, 828, 829, 832, 833, 835, 836, 839, 840, 844, 845, 847, 850, 851, 853, 854, 855, 858, 861, 862, 863, 865, 868, 871, 873, 875, 877, 879, 880, 881, 882, 883, 884, 885, 887, 889, 892, 894, 895, 537, 896, 898, 899, 902, 904, 905, 908, 909, 912, 914, 916, 917, 920, 921, 922, 924, 925, 928, 929, 930, 931, 933, 936, 939, 940, 942, 943, 945, 948, 949, 951, 953, 956, 957, 960, 961, 963, 964, 965, 966, 969, 970, 971, 973, 976, 977, 979, 981, 983, 985, 987, 988, 990, 991, 993, 994, 995, 996, 997, 998, 1000, 1001, 1004, 1006, 1007, 1009, 1011, 1013, 1014, 1015, 1019, 1021, 1023, 1025, 1026, 1029, 1030, 1033, 1034, 1036, 1037, 1039, 1041, 1042, 1044, 1046, 1048, 1050, 1051, 1054, 1056, 1057, 1059, 1061, 1062, 1064, 1066, 1067, 1068, 1069, 1071, 1072, 1073, 1074, 1075, 1077, 1078, 1079, 1081, 1083, 1084, 1085, 1086, 1088, 1089, 1092, 1093, 1097, 1100, 1101, 1103, 1104, 1106, 1108, 1110, 1114, 1115, 1117, 1118, 1119, 1121, 1123, 1124, 1126, 1127, 1128, 1130, 1133, 1135, 1136, 1140, 1143, 1146, 1148, 1149, 1151, 1152, 1155, 1157, 1158, 1160, 1163, 1164, 1165, 1167, 1168, 1170, 1172, 1176, 1177, 1178, 1180, 1182, 1184, 1186, 1187, 1189, 1190, 1193, 1196, 1198, 1202, 1203, 1204, 1205, 1206, 1207, 1208, 1209, 1210, 1211, 1214, 1215, 1216, 1218, 1219, 1220, 1221, 1223, 1225, 1226, 1228, 1229, 1230, 1233, 1234, 1236, 1237, 1238, 1239, 1240, 1242, 1244, 1247, 1248, 1249, 1250, 1251, 1254, 1256, 1257, 1258, 1260, 1262, 1263, 1266, 1271, 1272, 1273, 1274, 1275, 1277, 1278, 1279, 1280, 1283, 1285, 1287, 1288, 1290, 1293, 1294, 1296, 1299, 1301, 1302, 1304, 1307, 1308, 1309, 1311, 1312, 1314, 1315, 1317, 1320, 1322, 1324, 1325, 1326, 1329, 1330, 1332, 1333, 1334, 1336, 1338, 1339, 1340, 1341, 1344, 1345, 1346, 1348, 1350, 1351, 1352, 1354, 1356, 1358, 1359, 1360, 1361, 1362, 1363, 1367, 1370, 1371, 1373, 1375, 1377, 1378, 1379, 1381, 1382, 1383, 1385, 1386, 1388, 1389, 1393, 1395, 1399, 1401, 1402, 1403, 1404, 1405, 1407, 1408, 1411, 1413, 1417, 1418, 1419, 1420, 1421, 1423, 1424, 1425, 1429, 1430, 1431, 1433, 1434, 1436, 1437, 1438, 1439, 1442, 1444, 1446, 1447, 1449, 1451, 1453, 1454, 1455, 1458, 1461, 1463, 1464, 1465, 1467, 1468, 1469, 1470, 1471, 1473, 1476, 1477, 1478, 1479, 1482, 1483, 1484, 1489, 1491, 1492, 1494, 1496, 1497, 1499, 1502, 1504, 1505, 1506, 1507, 1508, 1509, 1511, 1514, 1515, 1517, 1520, 1521, 1524, 1525, 1528, 1529, 1530, 1532, 1533, 1534, 1536, 1538, 1539, 1541, 1543, 1544, 1545, 1546, 1547, 1548, 1552, 1556, 1558, 1560, 1562, 1563, 1566, 1567, 1569, 1570, 1572, 1574, 1577, 761, 1579, 1583, 1585, 1586, 1587, 1590, 1592, 1593, 1595, 1596, 1597, 1599, 1603, 1605, 1607, 1609, 1610, 1612, 1614, 1615, 1617, 1618, 1620, 1621, 1622, 1625, 1627, 1629, 1630, 1631, 1633, 1634, 1636, 1637, 1638, 1640, 1641, 1643, 1644, 1646, 1647, 1648, 1651, 1652, 1657, 1658, 1659, 1661, 1662, 1663, 1664, 1666, 1669, 1672, 1673, 1675, 1676, 1677, 1679, 1682, 1684, 1409, 1685, 1686, 1687, 1688, 1690, 1692, 1693, 1694, 1695, 1697, 1699, 1700, 1704, 1707, 1708, 1709, 1711, 1712, 1715, 1716, 1717, 1718, 1719, 1721, 1722, 1723, 1725, 1726, 1729, 1730, 1732, 1733, 1734, 1735, 1737, 1738, 1741, 1743, 1744, 1746, 1747, 1748, 1750, 1752, 1754, 1755, 1756, 1758, 1759, 1760, 1762, 1765, 1766, 1768, 1769, 1770, 1773, 1774, 1775, 1777, 1778, 1781, 1782, 1783, 1785, 1786, 1787, 219, 1788, 1789, 1791, 1792, 1793, 1795, 1799, 1800, 1801, 1802, 1803, 1805, 1806, 1808, 1809, 1811, 1812, 1814, 1815, 1816, 1821, 1823, 1824, 1825, 1826, 1829, 1830, 1831, 1832, 1833, 1835, 1838, 1839, 1840, 1842, 1843, 1845, 1846, 1848, 1849, 1850, 1851, 1855, 1856, 1857, 1859, 1861, 1862, 1864, 1866, 1867, 1869, 421, 1870, 1872, 1873, 1874, 1875, 1878, 1879, 1880, 1882, 1883, 1884, 1885, 1888, 1891, 1894, 1895, 1898, 1901, 1903, 1904, 1906, 1907, 1910, 1912, 1915, 1917, 1918, 1920, 1921, 1922, 1924, 1926, 1927, 1930, 1932, 1933, 1936, 1938, 1940, 1941, 1942, 1943, 1945, 1947, 1949, 1951, 1952, 1953, 1954, 1956, 1957, 1958, 1960, 1961, 1963, 1964, 1966, 1968, 1971, 1973, 1974, 1975, 1977, 1979, 1981, 1983, 1985, 1986, 1987, 1988, 792, 1990, 790, 1992, 1994, 1996, 1998, 1999, 2000, 2001, 2002, 2003, 2005, 2006, 2008, 2010, 2011, 2012, 2014, 2016, 2017, 2018, 2019, 2021, 2022, 2023, 2024, 2025, 2026, 2028, 2029, 2031, 2034, 2036, 2038, 2041, 2042, 2044, 2045, 2046, 2050, 2051, 2052, 2055, 2056, 2057, 2059, 2060, 2061, 2062, 2064, 2066, 2068, 2069, 2070, 2072, 2073, 2075, 2076, 2078, 2079, 2081, 2083, 2084, 2086, 2088, 2089, 2091, 2093, 2095, 2097, 2098, 2099, 2101, 2102, 2103, 2104, 2106, 2107, 2108, 2109, 2110, 2111, 2112, 2114, 2116, 2117, 2118, 2119, 2120, 2121, 2122, 2123, 2124, 2125, 2126, 2127, 1584, 2128, 2130, 2131, 2132, 2134, 2137, 2138, 2139, 2141, 2144, 2145, 2146, 2147, 2150, 2151, 2153, 2154, 2155, 2156, 2157, 2159, 2160, 2161, 2163, 2164, 2165, 2166, 2167, 2168, 2169, 2170, 2173, 2174, 2175, 2176, 2177, 2179, 2182, 2185, 2187, 2188, 2189, 2191, 2193, 2194, 2195, 2196, 2197, 2198, 2200, 2202, 2203, 2204, 2205, 2206, 2207, 2208, 2209, 2210, 2211, 2212, 2213, 2216, 2217, 2219, 2221, 2224, 2227, 2229, 2230, 2232, 2233, 2234, 2235, 2237, 2239, 2240, 2241, 2242, 2243, 2244, 2245, 2246, 2248, 2249, 2250, 2251, 2253, 2254, 2255, 2257, 2258, 2260, 2261, 2262, 2263, 2264, 2265, 2266, 2267, 2268, 2269, 2270, 2271, 2272, 2273, 2274, 2275, 2277, 2278, 2281, 2282, 2283, 2284, 2285, 2287, 2288, 2290, 2291, 2292, 2293, 2294, 2297, 2298, 2299, 2300, 2302, 2304, 2305, 2307, 2308, 2309, 2310, 2312, 2313, 2314, 2315, 2316, 2317, 2318, 2319, 2321, 2322, 2323, 2327, 2329, 2331, 2333, 2335, 2337, 2338, 2339, 2341, 2342, 2343, 2346, 2348, 2349, 2350, 2351, 2352, 2353, 37, 2354, 2355, 2357, 2358, 2359, 2360, 2361, 2362, 2364, 2365, 2367, 2368, 2369, 2370, 2372, 2375, 2376, 2378, 2379, 2380, 2381, 2382, 2383, 2384, 2385, 2386, 2389, 2390, 2392, 2393, 2394, 2395, 2398, 2399, 2400, 2402, 2403, 2405, 2406, 2407, 2408, 2409, 2410, 2413, 2415, 2416, 2417, 2418, 2419, 2420, 2422, 2424, 2427, 2428, 2429, 2430, 2431, 2432, 2433, 2435, 2437, 1962, 2438, 2439, 2440, 2442, 2443, 2444, 2445

Accuracy

Type Score
TOKEN_F 99.92
TOKEN_P 99.93
TOKEN_R 99.91
TOKEN_ACC 99.99
SENTS_F 95.82
SENTS_P 95.40
SENTS_R 96.25
TAG_ACC 98.09
POS_ACC 98.14
MORPH_ACC 97.34
DEP_UAS 93.85
DEP_LAS 91.19
LEMMA_ACC 98.00