@inproceedings{park-etal-2026-efficient-task,
    title = "Efficient Task Adaptation in Large Language Models: A Survey of Weight-Based, Prompt-Based, and Embedding-Based Adaptations",
    author = "Park, Jungwon  and
      Choi, Changin  and
      Kim, Jimyeong  and
      Kwak, Nojun  and
      Rhee, Wonjong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.40/",
    pages = "600--631",
    ISBN = "979-8-89176-440-8"
}