Don't Judge a Book by its Cover: Testing LLMs' Robustness Under Logical Obfuscation

Abhilekh Borah, Shubhra Ghosh, Kedar Joshi, Aditya Kumar Guru, Kripabandhu Ghosh. Don't Judge a Book by its Cover: Testing LLMs' Robustness Under Logical Obfuscation. In Vera Demberg, Kentaro Inui, LluĂ­s Marquez, editors, Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 1: Long Papers, Rabat, Morocco, March 24-29, 2026. pages 2162-2180, Association for Computational Linguistics, 2026. [doi]

Abstract

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