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ElhBERTeu-pos-ud1.2
orai-nlp/ElhBERTeu-pos-ud1.2
ElhBERTeu-pos-ud1.2 is a token classification model from orai-nlp. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
ElhBERTeu model finetuned for POS tagging on Universal Dependencies 1.2 corpus (eiec).
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At a glance
- Task
- Token Classification
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- bert
- Access
- Public
- Created
- May 3, 2023
- Updated
- May 8, 2023
- SHA
- dc68c9a5
Datasets
Model card
From the Hugging Face model README
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.
- Task
- Token Classification
- Library
- transformers
- Type
- bert
- License
- cc-by-nc-4.0
- Languages
- eu
- Created
- May 3, 2023
- Updated
- May 8, 2023