@inproceedings{yuan-etal-2025-exploiting,
    title = "Exploiting Contextual Knowledge in {LLM}s through $\mathcal{V}$-usable Information based Layer Enhancement",
    author = "Yuan, Xiaowei  and
      Yang, Zhao  and
      Huang, Ziyang  and
      Wang, Yequan  and
      Fan, Siqi  and
      Ju, Yiming  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-long.1531/",
    pages = "31726--31741",
    ISBN = "979-8-89176-251-0"
}