@inproceedings{zhang-etal-2026-fine, title = "Fine-Tuning Large Language Models for Codebook-Guided Coding of Students' Mathematics Metaphor Responses", author = "Zhang, Liang and Hwang, Stephen and Ma, Yue and Cai, Jinfa", 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.48/", pages = "433--442", ISBN = "979-8-9983004-0-0" }