README.md

metadata

datasets:
  - universal_dependencies
language:
  - tl
metrics:
  - f1
pipeline_tag: token-classification

Model Specification

• Model: XLM-RoBERTa (base-sized model)
• Randomized training order of languages
• Training Data:
  • Combined Afrikaans, Norwegian, & Vietnamese corpora (Top 3 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 75.29% Accuracy)

POS Tags

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