@inproceedings{liu-etal-2025-pychoagent, title = "{P}ycho{A}gent: Psychology-driven {LLM} Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events", author = "Liu, Mengzhu and Zhu, Zhengqiu and Ai, Chuan and Gao, Chen and Li, Xinghong and He, Lingnan and Lai, Kaisheng and Chen, Yingfeng and Lu, Xin and Li, Yong and Yin, Quanjun", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.865/", pages = "17127--17145", ISBN = "979-8-89176-332-6" }