@inproceedings{yifei-etal-2025-dislora, title = "{D}is{L}o{RA}: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition", author = "Yifei, She and Wei, Xinhao and Wang, Yulong", 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.694/", pages = "13751--13766", ISBN = "979-8-89176-332-6" }