@inproceedings{wan-etal-2026-facade, title = "The Facade of Truth: Uncovering and Mitigating {LLM} Susceptibility to Deceptive Evidence", author = "Wan, Herun and Wu, Jiaying and Luo, Minnan and Li, Fanxiao and Zeng, Zhi and Kan, Min-Yen", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.205/", pages = "4697--4724", ISBN = "979-8-89176-459-0" }