@inproceedings{wang-etal-2026-vira, title = "{VIRA}-Bench: Diagnosing Pedagogical Contingency Understanding in Online Tutoring Videos", author = "Wang, Weihang and Gu, Hansu and Liu, Guanming and Zhang, Peng and Gu, Ning and Lu, Tun", 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.1245/", pages = "28368--28388", ISBN = "979-8-89176-459-0" }