@inproceedings{wan-etal-2025-digest, title = "Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering", author = "Wan, Junhong and Yu, Tao and Jiang, Kunyu and Fu, Yao and Jiang, Weihao and Zhu, Jiang", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.acl-long.750/", pages = "15426--15442", ISBN = "979-8-89176-251-0" }