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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Basant Agarwal

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Open access Aug 2026

Assessing reliability of BERT-based models on question answering tasks

This study evaluates the reliability of four BERT-based models by assessing response stability under two conditions: internal model variations induced via Monte Carlo Dropout (MCD) and input perturbations through paraphrasing.

Pooja Yadav, Priyanka Harjule, Basant Agarwal et al. · 0 citations

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