@inproceedings{dongxian-etal-2026-mstree, title = "{MST}ree: Multi-Scale Evidence Tree for Training-Free Long-Form Video Question Answering", author = "Dongxian, Chen and Liu, Mingshuai and Peng, Yijie and Liu, Hengrui and Li, Xin", 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.1949/", pages = "44321--44336", ISBN = "979-8-89176-459-0" }