Towards Trustworthy NLP: An Adversarial Robustness Enhancement Based on Perplexity Difference

Zhaocheng Ge, Hanping Hu, Tengfei Zhao. Towards Trustworthy NLP: An Adversarial Robustness Enhancement Based on Perplexity Difference. In Kobi Gal, Ann Nowé, Grzegorz J. Nalepa, Roy Fairstein, Roxana Radulescu, editors, ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023). Volume 372 of Frontiers in Artificial Intelligence and Applications, pages 803-810, IOS Press, 2023. [doi]

Abstract

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