@inproceedings{wang-etal-2025-parameters, title = "Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance", author = "Wang, Yao and Liang, Di and Peng, Minlong", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.500/", pages = "9882--9896", ISBN = "979-8-89176-332-6" }