@inproceedings{wu-etal-2026-sirf,
    title = "{SIRF}: A Spec-Internalized Risk Foundation Model for Industrial Content Risk Control",
    author = "Wu, Suwan  and
      Lin, Yumeng  and
      Yuan, Pengcheng  and
      Jiang, Xiaolong",
    editor = "Atanasova, Pepa  and
      Haffari, Gholamreza  and
      Wang, Minghan",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-industry.197/",
    pages = "3308--3321",
    ISBN = "979-8-89176-460-6"
}