@inproceedings{sun-etal-2026-hierdiff, title = "{H}ier{D}iff: Enhancing Large Language Models for Commit Message Generation with Hierarchical Diff Information", author = "Sun, Jinrui and Jia, Tong and He, Minghua and Li, Ying", 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.451/", pages = "9466--9480", ISBN = "979-8-89176-462-0" }