@inproceedings{wang-etal-2026-passive, title = "From Passive Response to Proactive Correction: Enhancing {LLM} Robustness Against Input Fact Perturbations", author = "Wang, Ping and Sun, Xiangguo and Xu, Bingbing and Li, Guocong and Meng, Xiaofeng", 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.33/", pages = "689--714", ISBN = "979-8-89176-459-0" }