|
--- |
|
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) |
