@inproceedings{zeng-etal-2025-towards-context, title = "Towards Context-Robust {LLM}s: A Gated Representation Fine-tuning Approach", author = "Zeng, Shenglai and He, Pengfei and Guo, Kai and Zheng, Tianqi and Lu, Hanqing and Xing, Yue and Liu, Hui", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.acl-long.506/", pages = "10262--10276", ISBN = "979-8-89176-251-0" }