@inproceedings{sun-etal-2026-assessing, title = "Assessing Large Language Model Performance in Post-Certification-Examination Comment Categorization", author = "Sun, Huaping and O{'}Brien, Kristin and Kave, Colleen Burke and Shin, David and Lin, Qiao and Lyness, Jeffrey Marc", editor = "Wilson, Joshua and Ormerod, Christopher and Beiting-Parrish, Magdalen", booktitle = "Proceedings of the Artificial Intelligence in Measurement and Education Conference ({AIME}-Con): Works in Progress", 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-wip.8/", pages = "57--61", ISBN = "979-8-9983004-1-7" }