@inproceedings{you-etal-2026-messagesieve, title = "{M}essage{S}ieve: Runtime Message Pruning for Accurate and Efficient {LLM}-Based Multi-Agent Communication", author = "You, Nianhao and Dong, Yubo and Wang, Jun and Fan, Hehe and Yang, Yi", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2179/", pages = "49544--49566", ISBN = "979-8-89176-459-0" }