@inproceedings{cho-etal-2026-pre, title = "Pre-Data Embedding Diagnostics for Construct Validity in Multi-Domain Instruments", author = "Cho, Youngmi and Wu, Tong and Oh, Hyeonjoo", 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.62/", pages = "551--559", ISBN = "979-8-9983004-0-0" }