@inproceedings{nguyen-etal-2025-spec, title = "Spec-{TOD}: A Specialized Instruction-Tuned {LLM} Framework for Efficient Task-Oriented Dialogue Systems", author = "Nguyen, Vinh Quang and Chieu, Nguyen Quang and Pham, Hoang Viet and Bui, Khac-Hoai Nam", editor = "B{\'e}chet, Fr{\'e}d{\'e}ric and Lef{\`e}vre, Fabrice and Asher, Nicholas and Kim, Seokhwan and Merlin, Teva", booktitle = "Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue", month = aug, year = "2025", address = "Avignon, France", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.sigdial-1.8/", pages = "133--145" }