DisLoRA: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition

She Yifei, Xinhao Wei, Yulong Wang. DisLoRA: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 13740-13755, Association for Computational Linguistics, 2025. [doi]

Abstract

Abstract is missing.