@inproceedings{zhang-etal-2026-atod, title = "{ATOD}: An Evaluation Framework and Benchmark for Agentic Task-Oriented Dialogue Systems", author = {Zhang, Yifei and Nayyeri, Hooshang and Khaziev, Rinat and Yilmaz, Emine and Tur, Gokhan and Hakkani-T{\"u}r, Dilek and Thadakamalla, Hari P}, editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.aacl-long.109/", pages = "2399--2416", ISBN = "979-8-89176-439-2" }