@inproceedings{xu-cao-2026-token, title = "Token Crit at the {F}in{E}val 2026: Role-Specialized, Validation-Gated {LLM} Workflows for {JF}-{ICR} and Multilingual Financial {Q}{\&}{A}", author = "Xu, Anke and Cao, Wenbo", editor = "Huang, Jimin and Lee, Yongjae and Ananiadou, Sophia and Chen, Hsin-Hsi and Takamura, Hiroya and Chen, Chung-Chi", booktitle = "Proceedings of the 11th Workshop on Financial Technology and Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.finnlp-1.74/", pages = "822--828", ISBN = "979-8-89176-466-8" }