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--- |
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license: cc-by-nc-4.0 |
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metrics: |
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- accuracy |
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- f1 |
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datasets: |
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- universal_dependencies |
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language: |
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- eu |
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pipeline_tag: token-classification |
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tags: |
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- POS tagging |
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--- |
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[ElhBERTeu](https://huggingface.co/orai-nlp/ElhBERTeu) model finetuned for POS tagging on Universal Dependencies 1.2 corpus (eiec). |
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Results on test set: |
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* accuracy = 0.9793222286042504 |
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* f1 = 0.9712429365605912 |
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* loss = 0.12006692268620504 |
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* precision = 0.9708653494328576 |
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* recall = 0.9716208175035475 |
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Tagset: |
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[ADJ, ADP, ADV, AUX, CONJ, DET, INTJ, NOUN, NUM, PART, PRON, PROPN, PUNCT, SYM, VERB, X] |
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Finetuning details: 10 epochs, batch size 32, learning rate 3e-5. |
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