@inproceedings{zhang-etal-2026-medfeat, title = "{M}ed{F}eat: Model-Aware and Explainability-Driven Feature Engineering with {LLM}s for Tabular Prediction", author = "Zhang, Zizheng and Li, Yiming and Xu, Justin and Wang, Jinyu and Wang, Rui and Song, Lei and Bian, Jiang and Eyre, David W and Fu, Jingjing", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1785/", pages = "38173--38192", ISBN = "979-8-89176-462-0" }