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xlm-roberta-base-ft-udpos213-top4langrandom
iceman2434/xlm-roberta-base-ft-udpos213-top4langrandom
xlm-roberta-base-ft-udpos213-top4langrandom is a token classification model from iceman2434. Use it when you need labels on individual words, such as names.
- Model: XLM-RoBERTa (base-sized model) - Randomized training order of languages - Training Data: - Afrikaans, Norwegian, Vietnamese, & Hebrew (Top 4 Languages) - Training Details: - Base configurations with learning…
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Updated Jun 30, 2024
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At a glance
- Task
- Token Classification
- Access
- Public
- Created
- Jun 30, 2024
- Updated
- Jun 30, 2024
- SHA
- d3fbc697
Datasets
Model card
From the Hugging Face model README
Model Specification
- Model: XLM-RoBERTa (base-sized model)
- Randomized training order of languages
- Training Data:
- Afrikaans, Norwegian, Vietnamese, & Hebrew (Top 4 Languages)
- Training Details:
- Base configurations with learning rate 5e-5
Evaluation
- Evaluation Dataset: Universal Dependencies Tagalog Ugnayan (Testing Set)
- Tested in a zero-shot cross-lingual scenario on a Universal Dependencies Tagalog Ugnayan testing dataset (with 77.55% Accuracy)
POS Tags
- ADJ – ADP – ADV – CCONJ – DET – INTJ – NOUN – NUM – PART – PRON – PROPN – PUNCT – SCONJ – VERB
- Task
- Token Classification
- Languages
- tl
- Created
- Jun 30, 2024
- Updated
- Jun 30, 2024