readme: ---
  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](https://huggingface.co/ukr-models/xlm-roberta-base-uk)). Components: transformer, ner, morphologizer, parser.
  [Training details](https://github.com/kurnosovv/ukr-spacy)