@inproceedings{chen-etal-2026-empowering-llm, title = "Empowering {LLM} Agents with Geospatial Awareness: Toward Grounded Reasoning for Wildfire Response", author = "Chen, Yiheng and Li, Lingyao and Ma, Zihui and Hu, Qikai and Zhu, Yilun and Deng, Min and Yu, Runlong", 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.1461/", pages = "31104--31120", ISBN = "979-8-89176-462-0" }