@inproceedings{fu-etal-2026-better, title = "Better with Experience: Self-Evolving {LLM} Agents for Evidence-Grounded Health Community Notes", author = "Fu, Zihang and Li, Fanxiao and Gu, Jianyang and Wang, Haonan and Nakov, Preslav and Hooi, Bryan and Kan, Min-Yen and Wu, Jiaying", 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.142/", pages = "2924--2961", ISBN = "979-8-89176-462-0" }