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Model Specification

Model: RoBERTa Tagalog Base (Jan Christian Blaise Cruz)
Training Data:
- Manx–Cadhan corpora (Top 4 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 42.04% Accuracy)

POS Tags

ADJ – ADP – ADV – CCONJ – DET – INTJ – NOUN – NUM – PART – PRON – PROPN – PUNCT – SCONJ – VERB

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Safetensors

Model size

109M params

Tensor type

F32

Inference Examples

Token Classification

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Dataset used to train iceman2434/roberta-tagalog-base-ft-udpos213-gv

Collection including iceman2434/roberta-tagalog-base-ft-udpos213-gv

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/ • 30 items • Updated Oct 21