@inproceedings{yuan-etal-2026-gradfiltering,
    title = "{GRADFILTERING}: Uncertainty-Aware Gradient Signal-to-Noise Data Selection for Instruction Tuning",
    author = "Yuan, Zhihang  and
      Yue, Chengyu  and
      Huang, Long  and
      Ou, Litu  and
      Shi, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2297/",
    pages = "52236--52247",
    ISBN = "979-8-89176-459-0"
}