@article{clairfinanadversarialmultiagentframework, title = {CLAIR-Fin: An Adversarial Multi-Agent Framework for Claim-Level Verification and Adaptive Debate in Cross-Modal Financial QA}, author = {Fatema Tuj Johora Faria and Mukaffi Bin Moin and Jubayer Al Mahmud and M. F. Mridha and Md. Alam Hossain}, year = {2026}, eprint = {2608.13706}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.13706}, }