@inproceedings{zhao-etal-2025-venus,
    title = "{VENUS}: A {VLLM}-driven Video Content Discovery System for Real Application Scenarios",
    author = "Zhao, Minyi  and
      Liu, Yi  and
      Wen, Jianfeng  and
      Zhang, Boshen  and
      Chang, Hailang  and
      Ouyang, Zhiheng  and
      Wang, Jie  and
      He, Wensong  and
      Zhou, Shuigeng",
    editor = "Potdar, Saloni  and
      Rojas-Barahona, Lina  and
      Montella, Sebastien",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track",
    month = nov,
    year = "2025",
    address = "Suzhou (China)",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-industry.4/",
    pages = "50--64",
    ISBN = "979-8-89176-333-3"
}