@inproceedings{zu-badola-2026-fine, title = "Fine-tuning Large Language Models for Automated Scoring: Classification, Regression, vs. Ordinal Regression", author = "Zu, Jiyun and Badola, Akshay", 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.55/", pages = "490--496", ISBN = "979-8-9983004-0-0" }