@inproceedings{liu-etal-2026-task-oriented, title = "Task-Oriented Moment Localization for Long Video Understanding with Near-Second Coverage", author = "Liu, Xiangrui and Qin, Minghao and Shu, Yan and Liang, Zhengyang and Tian, Yang and Zhang, Chen Jason and Zhao, Bo and Liu, Zheng", 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.2144/", pages = "48748--48769", ISBN = "979-8-89176-459-0" }