@inproceedings{hong-etal-2026-freezeempath, title = "{F}reeze{E}mpath: Efficient Training for Empathetic Spoken Chatbots with Frozen {LLM}s", author = "Hong, Yun and Zhou, Yan and Feng, Yang", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.846/", pages = "17141--17157", ISBN = "979-8-89176-395-1" }