metadata
language: vi
tags:
- vi
- xlm-roberta
license: MIT
metrics:
- f1
- em
XLM-RoBERTa large for QA on Vietnamese languages (also support various languages)
Overview
- Language model: xlm-roberta-large
- Fine-tune: deepset/xlm-roberta-large-squad2
- Language: Vietnamese
- Downstream-task: Extractive QA
- Dataset: mailong25/bert-vietnamese-question-answering
- Training data: train-v2.0.json (SQuAD 2.0 format)
- Eval data: dev-v2.0.json (SQuAD 2.0 format)
- Infrastructure: 1x Tesla P100 (Google Colab)
Performance
Evaluated on dev-v2.0.json
exact: 136 / 141
f1: 0.9692671394799054
Author
An Pham: ancs21.ps [at] gmail.com
License
MIT