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el_core_news_md

Token Classification spaCy Greek Eval Results
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metadata
tags:
  - spacy
  - token-classification
language:
  - el
license: cc-by-nc-sa-3.0
model-index:
  - name: el_core_news_md
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.7594936709
          - name: NER Recall
            type: recall
            value: 0.756302521
          - name: NER F Score
            type: f_score
            value: 0.7578947368
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9324064488
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9623822906
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9064734014
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.8884287334
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.8759067927
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.836887228
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9511889862

Details: https://spacy.io/models/el#el_core_news_md

Greek pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner, attribute_ruler.

Feature Description
Name el_core_news_md
Version 3.7.0
spaCy >=3.7.0,<3.8.0
Default Pipeline tok2vec, morphologizer, parser, lemmatizer, attribute_ruler, ner
Components tok2vec, morphologizer, parser, lemmatizer, senter, attribute_ruler, ner
Vectors 500000 keys, 20000 unique vectors (300 dimensions)
Sources UD Greek GDT v2.8 (Prokopidis, Prokopis)
Greek NER Corpus (Google Summer of Code 2018) (Giannis Daras)
Explosion fastText Vectors (cbow, OSCAR Common Crawl + Wikipedia) (Explosion)
License CC BY-NC-SA 3.0
Author Explosion

Label Scheme

View label scheme (395 labels for 3 components)
Component Labels
morphologizer Case=Nom|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Foreign=Yes|POS=X, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, POS=ADP, Case=Acc|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, NumType=Card|POS=NUM, POS=NOUN, POS=ADV, POS=PUNCT, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Neut|Number=Plur|POS=ADP, Case=Gen|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Case=Gen|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Acc|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Gen|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Acc|Gender=Neut|Number=Sing|POS=ADP, Case=Acc|Gender=Neut|NumType=Ord|Number=Sing|POS=NUM, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, POS=CCONJ, Case=Nom|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Case=Nom|Gender=Masc|Number=Plur|POS=ADJ, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Acc|Gender=Neut|NumType=Card|Number=Plur|POS=NUM, Case=Acc|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Case=Nom|Gender=Masc|NumType=Card|Number=Plur|POS=NUM, POS=AUX, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass, Case=Acc|Gender=Fem|Number=Plur|POS=ADP, Case=Acc|Gender=Masc|Number=Plur|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|Gender=Neut|NumType=Card|Number=Plur|POS=NUM, Case=Gen|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|Gender=Masc|Number=Sing|POS=ADP, Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Acc|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=ADP, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art, Case=Acc|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=PROPN, Case=Acc|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Imp|POS=VERB|VerbForm=Conv|Voice=Act, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Rel, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Acc|Gender=Masc|Number=Plur|POS=ADP, Case=Gen|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Gen|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art, Case=Gen|Gender=Neut|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Ind, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Neut|Number=Plur|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Nom|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Gender=Neut|NumType=Card|Number=Plur|POS=NUM, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, POS=SCONJ, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Nom|Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Rel, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=3|VerbForm=Fin|Voice=Act, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|NumType=Ord|Number=Sing|POS=NUM, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Acc|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Neut|Number=Sing|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Pass, Case=Acc|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Definite=Def|Gender=Neut|Number=Plur|POS=DET|PronType=Art, Case=Nom|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Perf|POS=VERB|VerbForm=Inf|Voice=Act, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Rel, Case=Nom|Gender=Masc|Number=Plur|POS=PROPN, Aspect=Perf|Case=Acc|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Masc|Number=Plur|POS=PROPN, POS=PART, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind, Case=Nom|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Acc|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Dem, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Gen|Gender=Fem|NumType=Ord|Number=Sing|POS=NUM, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|VerbForm=Fin|Voice=Pass, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Abbr=Yes|POS=NOUN, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Rel, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=3|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=ADJ, Case=Voc|Gender=Fem|Number=Sing|POS=NOUN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Rel, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|VerbForm=Fin|Voice=Act, Case=Acc|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Rel, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Dem, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Nom|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind, Degree=Cmp|POS=ADV, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind,Rel, Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Nom|Gender=Fem|NumType=Card|Number=Sing|POS=NUM, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Rel, Case=Acc|Gender=Neut|NumType=Card|Number=Sing|POS=NUM, Aspect=Perf|Case=Acc|Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|NumType=Ord|Number=Sing|POS=NUM, Case=Gen|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Masc|NumType=Ord|Number=Sing|POS=NUM, Case=Gen|Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Fem|NumType=Card|Number=Plur|POS=NUM, Case=Voc|Gender=Masc|Number=Sing|POS=NOUN, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind,Rel, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Acc|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Rel, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Rel, Case=Voc|Gender=Fem|Number=Plur|POS=NOUN, Case=Voc|Gender=Masc|Number=Plur|POS=NOUN, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Int, Case=Gen|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Definite=Ind|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Ind, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=1|VerbForm=Fin|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=2|PronType=Prs, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=2|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind, Case=Acc|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel, Case=Acc|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind, Aspect=Perf|Case=Nom|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Act, Case=Nom|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Gen|Gender=Masc|NumType=Card|Number=Plur|POS=NUM, Case=Acc|Gender=Fem|NumType=Card|Number=Plur|POS=NUM, Case=Acc|Gender=Masc|NumType=Card|Number=Plur|POS=NUM, Case=Acc|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Aspect=Perf|Case=Gen|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Gen|Gender=Fem|NumType=Card|Number=Plur|POS=NUM, POS=SPACE, Case=Nom|Gender=Neut|Number=Sing|POS=PROPN, Aspect=Perf|Case=Acc|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Nom|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|VerbForm=Fin|Voice=Act, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|VerbForm=Fin|Voice=Pass, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Int, Aspect=Perf|Case=Acc|Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Abbr=Yes|POS=ADV, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel, Case=Nom|Gender=Neut|NumType=Ord|Number=Plur|POS=NUM, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Dem, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Acc|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Degree=Cmp|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Rel, Aspect=Perf|Case=Nom|Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind, Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind, Case=Acc|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Ind,Rel, Case=Gen|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|Number=Plur|POS=PROPN, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Rel, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Aspect=Perf|Case=Acc|Gender=Neut|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Fem|NumType=Sets|Number=Plur|POS=NUM, Aspect=Imp|POS=AUX|VerbForm=Conv|Voice=Act, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Nom|Gender=Fem|NumType=Ord|Number=Sing|POS=NUM, Case=Nom|Gender=Fem|NumType=Sets|Number=Plur|POS=NUM, Case=Acc|Gender=Neut|Number=Plur|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Aspect=Perf|Mood=Imp|Number=Plur|POS=VERB|Person=2|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=2|PronType=Prs, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Voc|Gender=Masc|Number=Sing|POS=ADJ, Case=Voc|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Case=Gen|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Ind, Case=Nom|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|VerbForm=Fin|Voice=Pass, Case=Nom|Gender=Masc|NumType=Ord|Number=Sing|POS=NUM, Aspect=Perf|Case=Gen|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Aspect=Perf|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Aspect=Perf|Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Gen|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Nom|Gender=Neut|NumType=Ord|Number=Sing|POS=NUM, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Nom|Gender=Neut|NumType=Card|Number=Sing|POS=NUM, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Dem, Case=Gen|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Acc|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act, Case=Dat|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Gen|Gender=Fem|NumType=Sets|Number=Plur|POS=NUM, Aspect=Perf|Case=Nom|Gender=Fem|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind,Rel, Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Int, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Case=Acc|Gender=Neut|NumType=Ord|Number=Plur|POS=NUM, Case=Nom|Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Dem, Case=Gen|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|NumType=Ord|Number=Plur|POS=NUM, Case=Nom|Gender=Fem|NumType=Ord|Number=Plur|POS=NUM, Case=Gen|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel, Case=Acc|Gender=Fem|NumType=Card|Number=Sing|POS=NUM, Case=Nom|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Int, Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind, Aspect=Perf|Case=Gen|Gender=Fem|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Fem|NumType=Mult|Number=Sing|POS=NUM, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Acc|Gender=Masc|NumType=Mult|Number=Sing|POS=NUM, Case=Nom|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Int, Case=Gen|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind, Degree=Sup|POS=ADV, Aspect=Perf|Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Past|VerbForm=Fin|Voice=Pass, Case=Nom|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Fem|Number=Plur|POS=PROPN, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin|Voice=Pass, Aspect=Perf|Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Past|VerbForm=Fin|Voice=Act, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Int, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Ind,Rel, POS=SYM, Case=Gen|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Rel, Case=Nom|Gender=Masc|NumType=Ord|Number=Plur|POS=NUM, Case=Nom|Gender=Fem|Number=Plur|POS=PROPN, Aspect=Perf|Case=Nom|Gender=Neut|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Ind,Rel, Aspect=Perf|Case=Gen|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act, Aspect=Perf|Case=Nom|Gender=Neut|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Neut|NumType=Mult|Number=Sing|POS=NUM, Case=Acc|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Aspect=Perf|Case=Acc|Gender=Masc|Number=Plur|POS=VERB|VerbForm=Part|Voice=Pass, Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin|Voice=Pass, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Int, Case=Gen|Gender=Neut|NumType=Ord|Number=Sing|POS=NUM, Aspect=Perf|Case=Nom|Gender=Masc|Number=Sing|POS=VERB|VerbForm=Part|Voice=Pass, Case=Dat|Definite=Def|Gender=Neut|Number=Sing|POS=DET|PronType=Art, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Ind, Case=Gen|Gender=Fem|NumType=Ord|Number=Plur|POS=NUM, Case=Dat|Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art, Case=Gen|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ
parser ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux, case, cc, ccomp, conj, cop, csubj, csubj:pass, dep, det, fixed, flat, iobj, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, obl:agent, parataxis, punct, vocative, xcomp
ner EVENT, GPE, LOC, ORG, PERSON, PRODUCT

Accuracy

Type Score
TOKEN_ACC 100.00
TOKEN_P 99.90
TOKEN_R 99.95
TOKEN_F 99.93
POS_ACC 96.24
MORPH_ACC 90.65
MORPH_MICRO_P 96.02
MORPH_MICRO_R 95.85
MORPH_MICRO_F 95.93
SENTS_P 95.96
SENTS_R 94.29
SENTS_F 95.12
DEP_UAS 87.59
DEP_LAS 83.69
LEMMA_ACC 88.84
TAG_ACC 93.24
ENTS_P 75.95
ENTS_R 75.63
ENTS_F 75.79