Create README.md

README.md

@@ -0,0 +1,22 @@
+---
+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 79.06\% Accuracy)
+## POS Tags
+- ADJ – ADP – ADV – CCONJ – DET – INTJ – NOUN – NUM – PART – PRON – PROPN – PUNCT – SCONJ – VERB