@inproceedings{xue-etal-2026-predicting, title = "Predicting Item-to-Range Performance Level Descriptor Matches with Structured Language Model Reasoning", author = "Xue, Kang and Schneider, M. Christina and Lim, Sangdon and Gianopulos, Garron and Perez, Alexandra", 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.23/", pages = "177--183", ISBN = "979-8-9983004-1-7" }