@inproceedings{gao-choi-2026-building, title = "Building Task-Oriented Dialogue Systems via Instruction Guidance without Annotated Data", author = "Gao, Henry and Choi, Jinho D.", editor = "Choi, Jinho D. and Chen, Yun-Nung and Funakoshi, Kotaro and Emami, Ali", booktitle = "Proceedings of the 27th Annual Meeting of the Special Interest Group on Discourse and Dialogue", month = aug, year = "2026", address = "Atlanta, Georgia, USA", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.sigdial-1.54/", pages = "773--785" }