@inproceedings{ma-etal-2026-content, title = "From Content Generation to Learning Support: Pedagogy-Guided Generative Video Tutors for {STEM} Learning", author = "Ma, Xinchen and Wang, Shuimu and He, Gaole and Zhang, Yanbin and Wang, Chunyang and Lan, Yunshi and Qian, Weining", 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.1096/", pages = "25151--25169", ISBN = "979-8-89176-459-0" }