@inproceedings{zhao-etal-2026-bridging, title = "Bridging Reasoning and Action: Hybrid {LLM}{--}{RL} Framework for Efficient Cross-Domain Task-Oriented Dialogue", author = "Zhao, Yangyang and Dai, Linfan and Cai, Li and Xing, Bowen and Qin, Libo", 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.633/", pages = "12987--13003", ISBN = "979-8-89176-395-1" }