Zero-Shot Cross-Lingual POS Tagging for Filipino
Collection
Collection of models involve: XLM-R and RoBERTa Monolingual and Combination (Top 2 to 5)https://aclanthology.org/2024.fieldmatters-1.9/
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30 items
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Updated
Model Specification
- Model: RoBERTa Tagalog Base (Jan Christian Blaise Cruz)
- Training Data:
- Naija / Nigerian Pigdin corpora (Top 2 Language)
- Training Details:
- Base configurations
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 45.94% Accuracy)
POS Tags
- ADJ – ADP – ADV – CCONJ – DET – INTJ – NOUN – NUM – PART – PRON – PROPN – PUNCT – SCONJ – VERB
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