@inproceedings{liangyu-etal-2025-fire,
    title = "{FIRE}: Flexible Integration of Data Quality Ratings for Effective Pretraining",
    author = "Liangyu, Xu  and
      Zhang, Xuemiao  and
      Duan, Feiyu  and
      Wang, Sirui  and
      Weng, Rongxiang  and
      Wang, Jingang  and
      Cai, Xunliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.735/",
    pages = "14532--14552",
    ISBN = "979-8-89176-332-6"
}