Work

Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation

Year: 2026

Type: conference-paper

Abstract: Xi Xiao, Chenrui Ma, Yunbei Zhang, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.97

Authors: Xi Xiao, Chenrui Ma, Yunbei Zhang, Chen Liu, Zhuxuanzi Wang, Yanshu Li, Lin Zhao, Guosheng Hu, Tianyang Wang, Hao Xu

Institutions: University of Alabama at Birmingham, University of Virginia, Tulane University, Yale University, Brown University, Northeastern University, University of Bristol, Harvard University

Language: English

Topic: Domain Adaptation and Few-Shot Learning

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: U.S. Department of Energy, Battelle, UT-Battelle, Oak Ridge National Laboratory

Awards: G1026679911, G1645119126, G166562317, G203625172, G2757267231, G2988778103, G4423657506, G5726405315, G8906985441, G8943143067

OpenAlex ID: W7166894752

FWCI: 8.935

Cites:

Cited by: 1

Related to: 10