README.md

metadata

tags:
  - spacy
  - token-classification
language:
  - uk
license: mit
widget:
  - text: >-
      Могила Тараса Шевченка — місце поховання видатного українського поета
      Тараса Шевченка в місті Канів (Черкаська область) на Чернечій горі, над
      яким із 1939 року височіє бронзовий пам'ятник роботи скульптора Матвія
      Манізера.
model-index:
  - name: uk_core_news_trf
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.8891135827
          - name: NER Recall
            type: recall
            value: 0.8895133191
          - name: NER F Score
            type: f_score
            value: 0.889313406
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9833735418
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9611670877
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.9619342309
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.9462333693
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9300427148

Spacy transformer pipeline for Ukrainian language (XLM-Roberta based). Components: transformer, ner, morphologizer, parser. Training details