@inproceedings{yang-etal-2025-impart,
    title = "{I}m{P}art: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in {LLM}s",
    author = "Yang, Yan  and
      Li, Yixia  and
      Wang, Hongru  and
      Wei, Xuetao  and
      Yu, James Jianqiao  and
      Chen, Yun  and
      Chen, Guanhua",
    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/landing_page/2025.acl-long.921/",
    pages = "18817--18829",
    ISBN = "979-8-89176-251-0"
}