---
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:
  - Afrikaans, Norwegian, Vietnamese, & Hebrew (Top 4 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 77.55\% Accuracy)
## POS Tags
- ADJ – ADP – ADV – CCONJ – DET – INTJ – NOUN – NUM – PART – PRON – PROPN – PUNCT – SCONJ – VERB