@inproceedings{gu-etal-2025-adapt, title = "Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models", author = "Gu, Naibin and Fu, Peng and Liu, Xiyu and Ma, Ke and Lin, Zheng and Wang, Weiping", 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.719/", pages = "14765--14783", ISBN = "979-8-89176-251-0" }