@inproceedings{hossain-etal-2026-contaminated, title = "Contaminated Collaboration: Measuring Gender Bias Transfer in {LLM}-Assisted Student Writing", author = "Hossain, Ariyan and Rabbi, Kazi Kamruzzaman and Sadeque, Farig and Haque, S M Taiabul", 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.1481/", pages = "33846--33864", ISBN = "979-8-89176-459-0" }