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--- |
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datasets: |
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- universal_dependencies |
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language: |
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- tl |
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metrics: |
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- f1 |
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pipeline_tag: token-classification |
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--- |
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## Model Specification |
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- Model: RoBERTa Tagalog Base (Jan Christian Blaise Cruz) |
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- Randomized training order of languages |
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- Training Data: |
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- Combined English, Serbian, Slovenian, & Naija corpora (Top 4 Languages) |
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- Training Details: |
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- Base configurations with learning rate 5e-5 |
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## Evaluation |
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- Evaluation Dataset: Universal Dependencies Tagalog Ugnayan (Testing Set) |
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- Tested in a zero-shot cross-lingual scenario on a Universal Dependencies Tagalog Ugnayan testing dataset (with 72.97\% Accuracy) |
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## POS Tags |
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- ADJ – ADP – ADV – CCONJ – DET – INTJ – NOUN – NUM – PART – PRON – PROPN – PUNCT – SCONJ – VERB |
