| --- |
| datasets: |
| - universal_dependencies |
| language: |
| - tl |
| metrics: |
| - f1 |
| pipeline_tag: token-classification |
| --- |
| |
| ## Model Specification |
| - Model: RoBERTa Tagalog Base (Jan Christian Blaise Cruz) |
| - Randomized training order of languages |
| - Training Data: |
| - Combined English, Serbian, Slovenian, Naija, & Manx-Cadhan corpora (Top 5 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 72.52\% Accuracy) |
| ## POS Tags |
| - ADJ – ADP – ADV – CCONJ – DET – INTJ – NOUN – NUM – PART – PRON – PROPN – PUNCT – SCONJ – VERB |
