@inproceedings{ionov-etal-2026-call, title = "Call, Reward, Repeat: Advancing Dialog State Tracking with {GRPO} and Function Calling", author = "Ionov, Timur and Marshalova, Anna and Malykh, Valentin", editor = "Baez Santamaria, Selene and Somayajula, Sai Ashish and Yamaguchi, Atsuki", booktitle = "Proceedings of the 19th Conference of the {E}uropean Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 4: Student Research Workshop)", month = mar, year = "2026", address = "Rabat, Morocco", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-eacl/2026.eacl-srw.21/", pages = "292--303", ISBN = "979-8-89176-383-8" }