@inproceedings{zhao-etal-2025-semantic, title = "Semantic-Aware Action Space Compression via {LLM}-{DRL} Synergy for Efficient Task-oriented Dialogue Policy Exploration", author = "Zhao, Yangyang and Niu, Ben and Tan, Yuxuan and Wang, Shihan and Qin, Libo", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/name-variant-enfa-fane/2025.findings-emnlp.968/", doi = "10.18653/v1/2025.findings-emnlp.968", pages = "17808--17820", ISBN = "979-8-89176-335-7" }