Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement

Xiaowei Yuan, Zhao Yang 0004, Ziyang Huang, Yequan Wang, Siqi Fan 0001, Yiming Ju, Jun Zhao 0001, Kang Liu 0001. Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement. In Wanxiang Che, Joyce Nabende, Ekaterina Shutova, Mohammad Taher Pilehvar, editors, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025. pages 31726-31741, Association for Computational Linguistics, 2025. [doi]

Abstract

Abstract is missing.