@inproceedings{xu-etal-2026-ridge,
    title = "{RIDGE}: Region-Informed Derivative-Guided Evidence Selection for Long Video Understanding",
    author = "Xu, Shanqing  and
      Luo, Meng  and
      Qian, Mengchen  and
      Gao, Yuhui  and
      Peng, Siyue  and
      Zhong, Xiaohan  and
      Zhang, Xiaojin  and
      Wei, Zhongyu  and
      Chen, Wei  and
      Bai, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1813/",
    pages = "38717--38734",
    ISBN = "979-8-89176-462-0"
}