@inproceedings{fukuhara-domingue-2026-llms, title = "Can {LLM}s Interpret Psychometric Parameters? Quantifying ``Over-Knowledge'' in {LLM} Student Simulation", author = "Fukuhara, Kazunori and Domingue, Benjamin", editor = "Wilson, Joshua and Ormerod, Christopher and Beiting-Parrish, Magdalen", booktitle = "Proceedings of the Artificial Intelligence in Measurement and Education Conference ({AIME}-Con): Full Papers", month = oct, year = "2026", address = "Wyndham Grand Pittsburgh Downtown, Pittsburgh, Pennsylvania, United States", publisher = "National Council on Measurement in Education (NCME)", url = "https://aclanthology.org/2026.aimecon-main.47/", pages = "421--432", ISBN = "979-8-9983004-0-0" }