@inproceedings{wang-etal-2025-filter,
    title = "Filter-And-Refine: A {MLLM} Based Cascade System for Industrial-Scale Video Content Moderation",
    author = "Wang, Zixuan  and
      Shi, Jinghao  and
      Liang, Hanzhong  and
      Shen, Xiang  and
      Wen, Vera  and
      Chen, Zhiqian  and
      Wu, Yifan  and
      Zhang, Zhixin  and
      Xiong, Hongyu",
    editor = "Rehm, Georg  and
      Li, Yunyao",
    booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track)",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/landing_page/2025.acl-industry.62/",
    pages = "873--880",
    ISBN = "979-8-89176-288-6"
}