@inproceedings{sanchez-mendiola-etal-2026-human, title = "Human-in-the-Loop Gemini Item Generation for Large-Scale {MCQ} Banks", author = "S{\'a}nchez-Mendiola, Melchor and Garc{\'i}a-Lima, Milton and Ortega-S{\'a}nchez, Elibid{\'u} and Garc{\'i}a-Minjares, Manuel and Buzo-Casanova, Enrique", 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.12/", pages = "86--92", ISBN = "979-8-9983004-1-7" }