RIDGE: Region-Informed Derivative-Guided Evidence Selection for Long Video Understanding

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Cite this paper

@article{shanqing2026,
  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},
  journal = {Findings of the Association for Computational Linguistics: EMNLP 2026},
  year = {2026},
  month = {Jan},
  doi = {10.18653/2026.findings-emnlp.1813},
  url = {https://doi.org/10.18653/2026.findings-emnlp.1813},
}