@inproceedings{shi-etal-2025-making, title = "Making {RALM} Robust to Irrelevant Contexts via Layer Knowledge Guided Attention", author = "Shi, Weijie and Chen, Hao and Li, Jiaming and Zhao, Yao and Zhang, Yazhong and Chen, Qijin and Zhang, Jipeng and Zhang, Ruiyuan and Zhu, Jia and Xu, Jiajie and Zhou, Xiaofang", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.findings-acl.188/", pages = "3652--3668", ISBN = "979-8-89176-256-5" }