Formalizing Robustness Against Character-Level Perturbations for Neural Network Language Models

Zhongkui Ma, Xinguo Feng, Zihan Wang, Shuofeng Liu, Mengyao Ma, Hao Guan, Mark Huasong Meng. Formalizing Robustness Against Character-Level Perturbations for Neural Network Language Models. In Yi Li 0008, Sofiène Tahar, editors, Formal Methods and Software Engineering - 24th International Conference on Formal Engineering Methods, ICFEM 2023, Brisbane, QLD, Australia, November 21-24, 2023, Proceedings. Volume 14308 of Lecture Notes in Computer Science, pages 100-117, Springer, 2023. [doi]

Abstract

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