@inproceedings{liu-etal-2025-take,
    title = "Take the essence and discard the dross: A Rethinking on Data Selection for Fine-Tuning Large Language Models",
    author = "Liu, Ziche  and
      Ke, Rui  and
      Liu, Yajiao  and
      Jiang, Feng  and
      Li, Haizhou",
    editor = "Chiruzzo, Luis  and
      Ritter, Alan  and
      Wang, Lu",
    booktitle = "Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)",
    month = apr,
    year = "2025",
    address = "Albuquerque, New Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/Author-page-Marten-During-lu/2025.naacl-long.336/",
    pages = "6595--6611",
    ISBN = "979-8-89176-189-6"
}