@inproceedings{atiq-butt-2026-ahsanblah, title = "{A}hsan{BLAH} at the {F}in{E}val 2026: Grounded Two-Stage Financial {QA} with {LLM}-Judge Verification", author = "Atiq, Muhammad Ahsan and Butt, Mohib Ahmad", 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-1.66/", pages = "755--761", ISBN = "979-8-89176-466-8" }