@inproceedings{chen-etal-2026-lora,
    title = "Not All {L}o{RA} Parameters Are Essential: Insights on Inference Necessity",
    author = "Chen, Guanhua  and
      Yao, Yutong  and
      Gao, Ci-Jun  and
      Chao, Lidia S.  and
      Huo, Yujia  and
      Wan, Feng  and
      Wong, Derek F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2000/",
    pages = "42635--42648",
    ISBN = "979-8-89176-462-0"
}