@inproceedings{chen-etal-2025-alps, title = "{ALPS}: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models", author = "Chen, Hao and Li, Haoze and Xiao, Zhiqing and Gao, Lirong and Zhang, Qi and Hu, Xiaomeng and Wang, Ningtao and Fu, Xing and Zhao, Junbo", 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.612/", pages = "11764--11780", ISBN = "979-8-89176-256-5" }