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ElhBERTeu-pos-ud1.2 – AI Model by orai-nlp | AlphaNeural AI
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ElhBERTeu-pos-ud1.2
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transformers
pytorch
bert
token-classification
POS tagging
eu
universal_dependencies
cc-by-nc-4.0
autotrain_compatible
endpoints_compatible
us
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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.
