@inproceedings{chan-etal-2026-evaluating, title = "Evaluating Machine Learning, Transformer, and {LLM} Approaches for Large-Scale Automated Essay Scoring", author = "Chan, Cyrus Sai-Cheong and Anifowose, Charles and Zhang, Su and Tse, Winnie Wing-Yee and Radwan, Nizam and Kim, Hyunah", 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.40/", pages = "315--321", ISBN = "979-8-9983004-1-7" }