@inproceedings{duan-etal-2026-causalchapter, title = "{C}ausal{C}hapter: Improving Long-Form Video Chaptering with Interventional Dependency Modeling", author = "Duan, Xinran and Li, Guozhang and Zhong, Yaoyao and Wang, Mei and Wang, Lizhi and Huang, Hua", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.635/", pages = "14616--14632", ISBN = "979-8-89176-459-0" }