Spacy transformer pipeline for Ukrainian language (XLM-Roberta based). Components: transformer, ner, morphologizer, parser. Training details
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Evaluation results
- NER Precisionself-reported0.889
- NER Recallself-reported0.890
- NER F Scoreself-reported0.889
- POS (UPOS) Accuracyself-reported0.983
- Morph (UFeats) Accuracyself-reported0.961
- Unlabeled Attachment Score (UAS)self-reported0.962
- Labeled Attachment Score (LAS)self-reported0.946
- Sentences F-Scoreself-reported0.930