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grc_perseus_sm

Token Classification
spaCy
Ancient Greek (to 1453)
Eval Results
Model card Files Community
grc_perseus_sm / README.md
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metadata
tags:
  - spacy
  - token-classification
language:
  - grc
model-index:
  - name: grc_perseus_sm
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.8320726172
          - name: NER Recall
            type: recall
            value: 0.83081571
          - name: NER F Score
            type: f_score
            value: 0.8314436886
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.8907862935
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.8889792415
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.8320758979
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9714737436
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.6477424559
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.5638155739
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9234002802
Feature Description
Name grc_perseus_sm
Version 3.7.5
spaCy >=3.7.5,<3.8.0
Default Pipeline tok2vec, morphologizer, tagger, parser, lemmatizer, ner, attribute_ruler
Components tok2vec, morphologizer, tagger, parser, lemmatizer, ner, attribute_ruler
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources n/a
License n/a
Author n/a

Label Scheme

View label scheme (921 labels for 4 components)
Component Labels
morphologizer Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, POS=ADV, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, POS=VERB|Tense=Past|VerbForm=Inf|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, POS=PUNCT, POS=CCONJ, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, POS=ADP, Case=Gen|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Fem|Number=Sing|POS=DET, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Gender=Masc|Number=Plur|POS=DET, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Gender=Neut|Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=1, Case=Acc|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Fem|Number=Sing|POS=DET, Case=Acc|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Gender=Neut|Number=Sing|POS=DET, Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, POS=SCONJ, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Case=Nom|Gender=Neut|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Gen|Gender=Masc|Number=Sing|POS=DET, Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc|Number=Plur|POS=DET, Case=Nom|Gender=Masc|Number=Sing|POS=PRON, Case=Dat|Gender=Masc|Number=Sing|POS=PRON, Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Masc|Number=Sing|POS=DET, Case=Acc|Gender=Masc|Number=Sing|POS=PRON, Case=Nom|Gender=Masc|Number=Sing|POS=DET, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Case=Dat|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=PRON, Case=Acc|Gender=Neut|Number=Plur|POS=PRON, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Case=Dat|Gender=Fem|Number=Plur|POS=NOUN, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Case=Gen|Gender=Fem|Number=Sing|POS=PRON, Case=Gen|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Plur|POS=PROPN, Case=Nom|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Gen|Gender=Neut|Number=Plur|POS=DET, Case=Nom|Gender=Neut|Number=Plur|POS=PRON, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Nom|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Gender=Masc|Number=Plur|POS=PRON, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Acc|Gender=Neut|Number=Plur|POS=DET, Case=Nom|Gender=Masc|Number=Plur|POS=DET, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Gender=Masc|Number=Plur|POS=PROPN, Case=Acc|Gender=Fem|Number=Plur|POS=ADJ, Mood=Imp|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Voc|Gender=Masc|Number=Sing|POS=NOUN, Case=Dat|Gender=Masc|Number=Plur|POS=DET, Case=Dat|Gender=Masc|Number=Plur|POS=PROPN, POS=VERB|Tense=Pres|VerbForm=Inf|Voice=Act, POS=VERB|Tense=Pres|VerbForm=Inf|Voice=Mid, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Neut|Number=Sing|POS=PRON, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Mid, Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Dat|Gender=Fem|Number=Plur|POS=DET, Case=Nom|Gender=Masc|Number=Plur|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Dat|Gender=Masc|Number=Plur|POS=PRON, POS=VERB|Tense=Past|VerbForm=Inf|Voice=Pass, Case=Acc|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|Gender=Neut|Number=Sing|POS=DET, Case=Gen|Gender=Fem|Number=Sing|POS=DET, POS=VERB|Tense=Past|VerbForm=Inf|Voice=Mid, Case=Nom|Gender=Neut|Number=Sing|POS=DET, Case=Acc|Gender=Masc|Number=Plur|POS=PRON, Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Nom|Gender=Neut|Number=Plur|POS=DET, Case=Dat|Gender=Masc|Number=Sing|POS=DET, Case=Dat|Gender=Neut|Number=Plur|POS=PRON, Case=Dat|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Gen|Gender=Neut|Number=Sing|POS=DET, Case=Gen|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Gender=Neut|Number=Plur|POS=DET, Case=Dat|Gender=Neut|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Case=Dat|Gender=Neut|Number=Sing|POS=ADJ, POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Inf|Voice=Mid, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=2, POS=INTJ, Case=Voc|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Gender=Fem|Number=Plur|POS=DET, Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, POS=AUX|Tense=Pres|VerbForm=Inf|Voice=Act, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Masc|Number=Plur|POS=PROPN, Case=Dat|Gender=Neut|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Gender=Neut|Number=Plur|POS=PROPN, Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Fem|Number=Sing|POS=DET, Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Act, Case=Dat|Gender=Fem|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=1, Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Mood=Opt|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Mood=Opt|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Dat|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=2, Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Voc|Gender=Fem|Number=Sing|POS=NOUN, Case=Voc|Gender=Masc|Number=Plur|POS=NOUN, Mood=Opt|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Mid, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Case=Nom|Gender=Fem|Number=Sing|POS=PRON, Case=Acc|Gender=Neut|Number=Plur|POS=PROPN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Dat|Gender=Masc|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc|Number=Plur|POS=PRON, Case=Acc|Gender=Fem|Number=Sing|POS=PRON, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Inf|Voice=Act, Case=Gen|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Gen|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Mood=Imp|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Dat|Gender=Fem|Number=Sing|POS=ADJ, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Nom|Gender=Neut|Number=Sing|POS=PRON, Case=Gen|Gender=Neut|Number=Sing|POS=PRON, Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Degree=Cmp|POS=ADV, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Neut|Number=Sing|POS=PRON, Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Aspect=Perf|Mood=Opt|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Neut|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Case=Gen|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=1, Case=Gen|Gender=Neut|Number=Plur|POS=PRON, Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Case=Gen|Gender=Fem|Number=Plur|POS=DET, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Act, POS=NUM, Gender=Masc|Number=Plur|POS=NUM, Case=Gen|Gender=Fem|Number=Plur|POS=PRON, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Gender=Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Nom|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Nom|Gender=Fem|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Plur|POS=DET, Case=Nom|Gender=Fem|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Case=Acc|Gender=Neut|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Masc|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Voc|Gender=Masc|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pqp|VerbForm=Fin|Voice=Mid, POS=X, Case=Acc|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=2, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin|Voice=Mid, Case=Gen|Gender=Neut|Number=Sing|POS=PROPN, 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Case=Nom|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, Aspect=Perf|Mood=Ind|Number=Dual|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Opt|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Dat|Gender=Masc|Number=Plur|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Mid, Mood=Imp|Number=Dual|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Case=Voc|Gender=Masc|Number=Dual|POS=PRON, Mood=Sub|Number=Dual|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, Aspect=Perf|Mood=Imp|Number=Dual|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Mood=Imp|Number=Dual|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Mid, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin|Voice=Mid, Mood=Opt|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Mood=Opt|Number=Dual|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Mood=Imp|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Pass, Mood=Ind|Number=Plur|POS=X|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Aspect=Perf|Mood=Opt|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Mid, Mood=Opt|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Gen|Gender=Neut|Number=Plur|POS=PROPN, Case=Voc|Number=Sing|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part, Aspect=Perf|Mood=Opt|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Mood=Opt|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin, Aspect=Imp|Mood=Ind|Number=Dual|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Gen|Number=Plur|POS=PRON, Case=Voc|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Mood=Ind|Number=Dual|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, Mood=Opt|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin|Voice=Mid, Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Gen|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin, Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Voc|Gender=Masc|Number=Dual|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Mood=Imp|Number=Dual|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin|Voice=Mid, Mood=Ind|Number=Dual|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin|Voice=Mid, Mood=Ind|Number=Dual|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin|Voice=Mid, Case=Dat|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Mood=Opt|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Mood=Imp|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Mid, Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Dat|Number=Sing|POS=PRON|Person=2, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=1, Case=Nom|Number=Sing|POS=PRON|Person=2, Case=Gen|Number=Sing|POS=PRON|Person=2, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=1, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=1, Case=Acc|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Acc|Number=Sing|POS=PRON|Person=2, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=1, Case=Dat|Number=Plur|POS=PRON|Person=2, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, Case=Voc|Gender=Fem|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Neut|Number=Sing|POS=PROPN, Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Mid, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1, Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Nom|Gender=Neut|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Acc|Gender=Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Dat|Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1, Case=Gen|Gender=Fem|Number=Plur|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Dat|Gender=Masc|Number=Plur|POS=PRON|Person=1, Degree=Sup|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=2, Case=Nom|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Mid, Case=Dat|Number=Plur|POS=X, Case=Dat|Gender=Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Nom|Gender=Neut|Number=Plur|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Gen|Gender=Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Fem|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Mid, Case=Acc|Gender=Fem|Number=Plur|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Mood=Opt|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Neut|Number=Plur|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Neut|Number=Plur|POS=NUM, Case=Gen|Gender=Masc|Number=Plur|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Dat|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pqp|VerbForm=Fin|Voice=Mid, Case=Gen|Gender=Masc|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Masc|Mood=Ind|Number=Sing|POS=VERB|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=AUX|Tense=Fut|VerbForm=Part|Voice=Mid, Case=Gen|Gender=Neut|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=1, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=2, Mood=Opt|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|Voice=Act, Case=Dat|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Gen|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Mid, Case=Dat|Gender=Masc|Number=Plur|POS=NUM, Case=Voc|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Mid, POS=VERB|Tense=Pres|VerbForm=Inf, Gender=Masc|Number=Sing|POS=PROPN, Aspect=Perf|Case=Voc|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Nom|Gender=Neut|Number=Plur|POS=PROPN, Case=Nom|Gender=Fem|Number=Dual|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Acc|Number=Dual|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Dual|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Aspect=Perf|Case=Gen|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Nom|Gender=Neut|Number=Sing|POS=VERB|Tense=Pres|VerbForm=Part, Case=Gen|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Gen|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Dat|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Perf|Case=Dat|Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Aspect=Perf|Case=Dat|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Case=Dat|Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Inf|Voice=Act, Case=Dat|Gender=Fem|Number=Plur|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Dat|Gender=Neut|Number=Sing|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Gender=Neut|Number=Plur|POS=X, Case=Dat|Gender=Neut|Number=Plur|POS=AUX|Tense=Pres|VerbForm=Part|Voice=Act, Case=Nom|Number=Sing|POS=PROPN, Case=Acc|Gender=Masc|Number=Sing|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Masc|Number=Plur|POS=VERB|Tense=Fut|VerbForm=Part|Voice=Act, Case=Acc|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Mid, Case=Gen|Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Mid, Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part, Case=Acc|Gender=Fem|POS=VERB|Tense=Pres|VerbForm=Part|Voice=Mid, Mood=Opt|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Number=Plur|POS=PRON, Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin
tagger ---------, --p---fa-, --s---ma-, -3paia---, -3paim---, -3siia---, A-, C-, D-, F-, G-, I-, M-, Nb, Ne, P-, R-, V-, Z
parser ROOT, acl, advcl, advmod, amod, appos, case, cc, ccomp, conj, cop, csubj, dep, det, discourse, iobj, mark, nmod, nsubj, nummod, obj, obl, parataxis, punct, vocative, xcomp
ner EVENT, GOD, GPE, LANGUAGE, LOC, NORP, ORG, PERSON, WORK

Accuracy

Type Score
POS_ACC 88.90
MORPH_ACC 83.21
TAG_ACC 89.08
DEP_UAS 64.77
DEP_LAS 56.38
SENTS_P 89.74
SENTS_R 95.09
SENTS_F 92.34
LEMMA_ACC 97.15
ENTS_F 83.14
ENTS_P 83.21
ENTS_R 83.08
TOK2VEC_LOSS 19741533.56
MORPHOLOGIZER_LOSS 1546092.54
TAGGER_LOSS 647800.62
PARSER_LOSS 8582928.94
NER_LOSS 99764.96