@inproceedings{wu-etal-2025-rose,
    title = "{ROSE}: A Reward-Oriented Data Selection Framework for {LLM} Task-Specific Instruction Tuning",
    author = "Wu, Yang  and
      Zhang, Huayi  and
      Jiao, Yizheng  and
      Ma, Lin  and
      Liu, Xiaozhong  and
      Yu, Jinhong  and
      Zhang, Dongyu  and
      Yu, Dezhi  and
      Xu, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.findings-emnlp.710/",
    pages = "13200--13219",
    ISBN = "979-8-89176-335-7"
}