@inproceedings{ma-2026-validation, title = "From Validation to Resilience: Sustaining Measurement Quality in {AI}-Assisted Enemy Item Identification", author = "Ma, Ye", editor = "Wilson, Joshua and Ormerod, Christopher and Beiting-Parrish, Magdalen", booktitle = "Proceedings of the Artificial Intelligence in Measurement and Education Conference ({AIME}-Con): Coordinated Session 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-sessions.9/", pages = "76--81", ISBN = "979-8-9983004-2-4" }