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sr_BERTicovo_sr_set_ud

Token Classification
spaCy
Serbian
Eval Results
Model card Files Community
sr_BERTicovo_sr_set_ud / README.md
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metadata
tags:
  - spacy
  - token-classification
language:
  - sr
license: cc-by-sa-3.0
model-index:
  - name: sr_BERTicovo_sr_set_ud
    results:
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9579719813
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9859072715
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9613476212
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9392688925
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.9365132684
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.9056712408
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9739776952

Spacy model for Serbian language based on Universal Dependencies trained on sr_set-ud corpus

Feature Description
Name sr_BERTicovo_sr_set_ud
Version 1.0.0
spaCy >=3.7.2,<3.8.0
Default Pipeline transformer, morphologizer, tagger, trainable_lemmatizer, parser
Components transformer, morphologizer, tagger, trainable_lemmatizer, parser
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources n/a
License CC BY-SA 3.0
Author Petalinkar Saša

Label Scheme

View label scheme (1282 labels for 3 components)
Component Labels
morphologizer Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Dat|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|POS=ADP, Case=Loc|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, POS=SCONJ, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|POS=ADP, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, POS=PUNCT, POS=CCONJ, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Loc|Gender=Neut|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Loc|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Degree=Pos|POS=ADV, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, NumType=Card|POS=NUM, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|POS=ADP, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Foreign=Yes|POS=X, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Case=Loc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, Case=Loc|Gender=Neut|Number=Sing|POS=PROPN, NumType=Ord|POS=ADJ, Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|NumType=Card|Number=Plur|POS=NUM, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Plur|POS=AUX|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, POS=PART|Polarity=Neg, Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Ins|POS=ADP, Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Degree=Pos|POS=ADV|PronType=Dem, Case=Gen|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int,Rel, Case=Acc|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Int,Rel, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Masc|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, POS=PART, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Case=Loc|Gender=Fem|Number=Plur|POS=DET|PronType=Tot, Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Int,Rel, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Ins|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Int,Rel, Degree=Cmp|POS=ADV, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, POS=VERB|VerbForm=Inf, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Loc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Dat|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, POS=ADV|Tense=Past|VerbForm=Conv, Case=Gen|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Case=Gen|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Ins|Gender=Fem|Number=Plur|POS=DET|PronType=Tot, Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Gender=Neut|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Poss=Yes, Case=Gen|Gender=Neut|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Anim|Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|Gender=Fem|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Animacy=Anim|Case=Acc|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, POS=AUX|VerbForm=Inf, Case=Loc|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Ins|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Degree=Pos|POS=DET|PronType=Ind, Animacy=Inan|Case=Acc|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Degree=Pos|POS=ADV|PronType=Neg, Animacy=Inan|Case=Acc|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=PROPN, Case=Acc|Gender=Masc|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Degree=Cmp|POS=DET, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|NumType=Card|Number=Sing|POS=NUM, Case=Gen|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Ins|Gender=Neut|POS=PRON|PronType=Int,Rel, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Ins|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|Poss=Yes, Case=Nom|Gender=Fem|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Loc|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Gender=Masc|POS=PRON|PronType=Neg, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Mood=Cnd|Number=Plur|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Acc|Definite=Def|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs, Degree=Pos|POS=ADV|PronType=Int,Rel, Case=Loc|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Definite=Def|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Voc|Gender=Masc|Number=Sing|POS=NOUN, Case=Ins|POS=PRON|PronType=Prs|Reflex=Yes, Case=Ins|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Loc|Gender=Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Case=Loc|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Gender=Masc|Gender[psor]=Fem|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Animacy=Inan|Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Degree=Pos|POS=ADV|PronType=Tot, Case=Gen|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Loc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Acc|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|POS=PRON|PronType=Int,Rel, Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Loc|Gender=Fem|Number=Plur|POS=DET|PronType=Int,Rel, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Ins|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin, Case=Dat|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Gender=Fem|Number=Plur|POS=NOUN, POS=X, Case=Loc|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, Animacy=Inan|Case=Acc|Definite=Def|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|POS=PRON|PronType=Ind, Case=Loc|Gender=Neut|POS=PRON|PronType=Int,Rel, Mood=Cnd|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin, Case=Loc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Definite=Def|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Loc|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Nom|Definite=Def|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Animacy=Inan|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Loc|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Dat|Gender=Masc|POS=PRON|PronType=Neg, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Nom|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Ins|Gender=Fem|Number=Sing|POS=DET|PronType=Int,Rel, Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, Case=Acc|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Dat|POS=ADP, Degree=Sup|POS=ADV, Case=Ins|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Fem|Number=Plur|POS=DET|PronType=Int,Rel, Case=Gen|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Degree=Pos|POS=DET, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Int,Rel, Case=Loc|Gender=Fem|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Neut|NumType=Card|Number=Plur|POS=NUM, Degree=Pos|POS=ADV|PronType=Ind, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Loc|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Gen|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Loc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, POS=PROPN, Case=Nom|Gender=Masc|Number=Plur|POS=PROPN, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, 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Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Poss=Yes, Case=Ins|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Neg, Case=Nom|Definite=Def|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Gender=Fem|Number=Plur|POS=PROPN, Case=Ins|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Loc|Gender=Neut|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Neg, Case=Dat|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Fem|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Masc|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|POS=DET|PronType=Ind, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Gen|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin, Case=Acc|Gender=Masc|NumType=Mult|POS=NUM, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|Poss=Yes, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|Poss=Yes, Case=Gen|Gender=Neut|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Ins|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, 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Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Tot, Case=Gen|Gender=Masc|POS=PRON|PronType=Int,Rel, Animacy=Anim|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Ins|Gender=Neut|Number=Plur|POS=DET|PronType=Tot, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin, Case=Ins|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Ind, Case=Ins|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Int,Rel, Case=Ins|Gender=Neut|Number=Sing|POS=DET|PronType=Ind, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Case=Loc|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Ins|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Case=Loc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Dat|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Loc|Gender=Neut|Number=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Ins|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Ins|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Acc|Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Ind, Case=Ins|Gender=Masc|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Neg, POS=ADV|VerbForm=Part, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=2|Poss=Yes|PronType=Prs, Case=Nom|Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs
tagger Agcfpay, Agcfpgy, Agcfpiy, Agcfply, Agcfpny, Agcfsay, Agcfsdy, Agcfsgy, Agcfsiy, Agcfsly, Agcfsny, Agcmpay, Agcmpgy, Agcmpiy, Agcmpny, Agcmsayn, Agcmsdy, Agcmsgy, Agcmsiy, Agcmsly, Agcmsny, Agcnply, Agcnpny, Agcnsay, Agcnsdy, Agcnsgy, Agcnsiy, Agcnsly, Agcnsny, Agpfpay, Agpfpdy, Agpfpgy, Agpfpiy, Agpfply, Agpfpny, Agpfsay, Agpfsdy, Agpfsgy, Agpfsiy, Agpfsly, Agpfsny, Agpmpay, Agpmpdy, Agpmpgy, Agpmpiy, Agpmply, Agpmpny, Agpmsann, Agpmsayn, Agpmsayy, Agpmsdy, Agpmsgn, Agpmsgy, Agpmsiy, Agpmsly, Agpmsnn, Agpmsny, Agpnpay, Agpnpdy, Agpnpgy, Agpnpiy, Agpnply, Agpnpny, Agpnsay, Agpnsdy, Agpnsgn, Agpnsgy, Agpnsiy, Agpnsly, Agpnsny, Agsfpay, Agsfpgy, Agsfpiy, Agsfpny, Agsfsay, Agsfsgy, Agsfsiy, Agsfsny, Agsmpay, Agsmpdy, Agsmpgy, Agsmply, Agsmpny, Agsmsayn, Agsmsayy, Agsmsgy, Agsmsiy, Agsmsly, Agsmsny, Agsnpay, Agsnpgy, Agsnpny, Agsnsgy, Agsnsiy, Agsnsny, Appfpay, Appfpdy, Appfpgy, Appfpiy, Appfply, Appfpny, Appfsay, Appfsgy, Appfsiy, Appfsly, Appfsny, Appmpay, Appmpgy, Appmpiy, Appmply, Appmpny, Appmsann, Appmsayn, Appmsayy, Appmsdy, Appmsgy, Appmsiy, Appmsly, Appmsnn, Appmsny, Appnpay, Appnpgy, Appnpiy, Appnpny, Appnsay, Appnsgy, Appnsiy, Appnsly, Appnsny, Aspfpay, Aspfpgy, Aspfply, Aspfpny, Aspfsay, Aspfsdy, Aspfsgy, Aspfsiy, Aspfsly, Aspfsny, Aspmpay, Aspmpgy, Aspmpny, Aspmsann, Aspmsayy, Aspmsdy, Aspmsgy, Aspmsiy, Aspmsly, Aspmsnn, Aspnpay, Aspnsay, Aspnsgy, Aspnsly, Aspnsny, Cc, Cs, I, Mdc, Mdm, Mdo, Mds, Mlc, Mlc--i, Mlcf-a, Mlcf-g, Mlcf-n, Mlcfpa, Mlcfpg, Mlcfsa, Mlcfsd, Mlcfsg, Mlcfsi, Mlcfsl, Mlcfsn, Mlcm-a, Mlcm-n, Mlcmpn, Mlcmsan, Mlcmsay, Mlcmsd, Mlcmsg, Mlcmsi, Mlcmsl, Mlcmsn, Mlcn-n, Mlcnsa, Mlcnsl, Mlcnsn, Mlofpa, Mlofpd, Mlofpg, Mlofpi, Mlofpl, Mlofpn, Mlofsa, Mlofsd, Mlofsg, Mlofsi, Mlofsl, Mlofsn, Mlompa, Mlompd, Mlompg, Mlompi, Mlompl, Mlompn, Mlomsan, Mlomsay, Mlomsd, Mlomsg, Mlomsi, Mlomsl, Mlomsn, Mlonpa, Mlonpg, Mlonpl, Mlonsa, Mlonsg, Mlonsi, Mlonsl, Mlonsn, Mls, Mlsf-a, Mlsf-g, Mlsf-i, Mlsf-l, Mlsf-n, Mlsm-a, Mlsm-n, Ncfpa, Ncfpd, Ncfpg, Ncfpi, Ncfpl, Ncfpn, Ncfsa, Ncfsd, Ncfsg, Ncfsi, Ncfsl, Ncfsn, Ncmpa, Ncmpd, Ncmpg, Ncmpi, Ncmpl, Ncmpn, Ncmsan, Ncmsay, Ncmsd, Ncmsg, Ncmsi, Ncmsl, Ncmsn, Ncmsv, Ncnpa, Ncnpd, Ncnpg, Ncnpi, Ncnpl, Ncnpn, Ncnsa, Ncnsd, Ncnsg, Ncnsi, Ncnsl, Ncnsn, Npfpd, Npfpg, Npfpn, Npfsa, Npfsd, Npfsg, Npfsi, Npfsl, Npfsn, Npmpa, Npmpd, Npmpg, Npmpi, Npmpn, Npmsan, Npmsay, Npmsd, Npmsg, Npmsi, Npmsl, Npmsn, Npnpn, Npnsa, Npnsd, Npnsg, Npnsi, Npnsl, Npnsn, Pd-fpa, Pd-fpd, Pd-fpg, Pd-fpi, Pd-fpl, Pd-fpn, Pd-fsa, Pd-fsd, Pd-fsg, Pd-fsi, Pd-fsl, Pd-fsn, Pd-mpa, Pd-mpd, Pd-mpg, Pd-mpl, Pd-mpn, Pd-msan, Pd-msay, Pd-msd, Pd-msg, Pd-msi, Pd-msl, Pd-msn, Pd-npa, Pd-npd, Pd-npg, Pd-npl, Pd-npn, Pd-nsa, Pd-nsd, Pd-nsg, Pd-nsi, Pd-nsl, Pd-nsn, Pi--sn, Pi-fpa, Pi-fpd, Pi-fpg, Pi-fpi, Pi-fpl, Pi-fpn, Pi-fsa, Pi-fsd, Pi-fsg, Pi-fsi, Pi-fsl, Pi-fsn, Pi-mpa, Pi-mpd, Pi-mpg, Pi-mpi, Pi-mpl, Pi-mpn, Pi-msan, Pi-msay, Pi-msd, Pi-msg, Pi-msi, Pi-msl, Pi-msn, Pi-npa, Pi-npd, Pi-npg, Pi-npi, Pi-npl, Pi-npn, Pi-nsa, Pi-nsg, Pi-nsi, Pi-nsl, Pi-nsn, Pi3m-a, Pi3m-d, Pi3m-g, Pi3m-n, Pi3n-a, Pi3n-g, Pi3n-i, Pi3n-l, Pi3n-n, Pp1-pa, Pp1-pd, Pp1-pg, Pp1-pi, Pp1-pl, Pp1-pn, Pp1-sa, Pp1-sd, Pp1-sn, Pp2-pa, Pp2-pd, Pp2-pl, Pp2-pn, Pp3-pa, Pp3-pd, Pp3-pg, Pp3-pi, Pp3-pl, Pp3fpn, Pp3fsa, Pp3fsd, Pp3fsg, Pp3fsi, Pp3fsl, Pp3fsn, Pp3mpn, Pp3msa, Pp3msd, Pp3msg, Pp3msi, Pp3msl, Pp3msn, Pp3npn, Pp3nsa, Pp3nsn, Pq-fpa, Pq-fsl, Pq-fsn, Pq-mpn, Pq-msn, Pq-nsn, Pq3n-n, Ps1fpa, Ps1fpd, Ps1fpg, Ps1fpn, Ps1fsa, Ps1fsd, Ps1fsg, Ps1fsl, Ps1fsn, Ps1mpa, Ps1mpd, Ps1mpg, Ps1mpl, Ps1mpn, Ps1msan, Ps1msd, Ps1msg, Ps1msl, Ps1msn, Ps1nsa, Ps1nsg, Ps1nsl, Ps1nsn, Ps2fpl, Ps2fpn, Ps2msan, Ps2nsl, Ps2nsn, Ps3fpa, Ps3fpg, Ps3fpl, Ps3fpn, Ps3fsa, Ps3fsd, Ps3fsg, Ps3fsi, Ps3fsl, Ps3fsn, Ps3mpa, Ps3mpd, Ps3mpg, Ps3mpl, Ps3mpn, Ps3msan, Ps3msd, Ps3msg, Ps3msi, Ps3msl, Ps3msn, Ps3npa, Ps3npg, Ps3npl, Ps3nsa, Ps3nsg, Ps3nsl, Ps3nsn, Px--sa, Px--sd, Px--sg, Px--si, Px--sl, Px-fpa, Px-fpg, Px-fpi, Px-fpl, Px-fsa, Px-fsd, Px-fsg, Px-fsi, Px-fsl, Px-mpa, Px-mpd, Px-mpg, Px-mpi, Px-mpl, Px-msan, Px-msay, Px-msd, Px-msg, Px-msi, Px-msl, Px-npa, Px-npg, Px-npl, Px-nsa, Px-nsg, Qo, Qq, Qz, Rgc, Rgp, Rgs, Rr, Sa, Sd, Sg, Si, Sl, Vaa1p, Vaa1s, Vaa3p, Vaa3s, Vaf1p, Vaf3p, Vaf3s, Van, Vap-pf, Vap-pm, Vap-pn, Vap-sf, Vap-sm, Vap-sn, Var1p, Var1s, Var2p, Var3p, Var3s, Vma3s, Vmf1p, Vmf1s, Vmf2p, Vmf3p, Vmf3s, Vmm1p, Vmm2p, Vmn, Vmp-pf, Vmp-pm, Vmp-pn, Vmp-sf, Vmp-sm, Vmp-sn, Vmr1p, Vmr1s, Vmr2p, Vmr3p, Vmr3s, X, Xf, Y, Z
parser ROOT, acl, advcl, advmod, amod, appos, aux, case, cc, ccomp, conj, cop, csubj, dep, det, det:numgov, discourse, expl, fixed, flat, mark, nmod, nsubj, nummod, nummod:gov, obj, obl, parataxis, punct, xcomp

Accuracy

Type Score
POS_ACC 98.59
MORPH_ACC 96.13
TAG_ACC 95.80
LEMMA_ACC 93.93
DEP_UAS 93.65
DEP_LAS 90.57
SENTS_P 97.04
SENTS_R 97.76
SENTS_F 97.40
TRANSFORMER_LOSS 560364.46
MORPHOLOGIZER_LOSS 103638.68
TAGGER_LOSS 102948.12
TRAINABLE_LEMMATIZER_LOSS 91087.14
PARSER_LOSS 1420016.00