@inproceedings{faria-etal-2026-clair, title = "{CLAIR}-Fin: An Adversarial Multi-Agent Framework for Claim-Level Verification and Adaptive Debate in Cross-Modal Financial {QA}", author = "Faria, Fatema Tuj Johora and Moin, Mukaffi Bin and Al Mahmud, Jubayer and Mridha, M. F. and Hossain, Md. Alam", 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-1.41/", pages = "491--517", ISBN = "979-8-89176-466-8" }