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xlm-roberta-large-vi-qa

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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

Evaluated on Vietnamese XQuAD: xquad.vi.json

  exact: 604 / 1190
  f1: 0.7224454217571596

Author

An Pham (ancs21.ps [at] gmail.com)

License

MIT

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