@inproceedings{demirkaya-johnson-2026-simulating, title = "Simulating Examinee Responses to Figure Matrices Items Using {VLM}s for Item Evaluation", author = "Demirkaya, Onur and Johnson, Evelyn", 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.56/", pages = "497--505", ISBN = "979-8-9983004-0-0" }