@inproceedings{wei-2026-beta, title = "The Beta-Bernstein Bridge: Closed-Form {B}ayesian Measurement Beyond Monotone Item Response Functions", author = "Wei, Yumou", 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.72/", pages = "639--648", ISBN = "979-8-9983004-0-0" }