@inproceedings{hardy-2026-autoscoring, title = "Autoscoring Anticlimax: A Meta-analytic Understanding of {AI}{'}s Short-answer Shortcomings and Wording Weaknesses", author = "Hardy, Michael", 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.13/", pages = "117--138", ISBN = "979-8-9983004-0-0" }