ElhBERTeu-pos-ud1.2 / README.md
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metadata
license: cc-by-nc-4.0
metrics:
  - accuracy
  - f1
datasets:
  - universal_dependencies
language:
  - eu
pipeline_tag: token-classification
tags:
  - POS tagging

ElhBERTeu model finetuned for POS tagging on Universal Dependencies 1.2 corpus (eiec).

Results on test set:

  • accuracy = 0.9793222286042504
  • f1 = 0.9712429365605912
  • loss = 0.12006692268620504
  • precision = 0.9708653494328576
  • recall = 0.9716208175035475

Tagset: [ADJ, ADP, ADV, AUX, CONJ, DET, INTJ, NOUN, NUM, PART, PRON, PROPN, PUNCT, SYM, VERB, X]

Finetuning details: 10 epochs, batch size 32, learning rate 3e-5.