@inproceedings{xiao-etal-2026-directions,
    title = "Not All Directions Matter: Towards Structured and Task-Aware Low-Rank Model Adaptation",
    author = "Xiao, Xi  and
      Ma, Chenrui  and
      Zhang, Yunbei  and
      Liu, Chen  and
      Wang, Zhuxuanzi  and
      Li, Yanshu  and
      Zhao, Lin  and
      Hu, Guosheng  and
      Wang, Tianyang  and
      Xu, Hao",
    editor = "Liakata, Maria  and
      Moreira, Viviane P.  and
      Zhang, Jiajun  and
      Jurgens, David",
    booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)",
    month = jul,
    year = "2026",
    address = "San Diego, California, United States",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.97/",
    pages = "2132--2154",
    ISBN = "979-8-89176-390-6"
}