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ArghaKamalSamanta
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ema_task_entailment

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Entailment Detection by Fine-tuning BERT

  • The model in this repository is fine-tuned on Google's encoder-decoder transformer-based model BERT.
  • New York University's Multi-NLI dataset is used for fine-tuning.
  • Accuracy achieved: ~74%

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  • Notebook used for fine-tuning: here

    • N.B.: Due to computational resource constraints, only 11K samples are used for fine-tuning. There is room for accuracy improvement if a model is trained on all the 390K samples available in the dataset.
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