Tang, Zichen, Haihong E, Rongjin Li, Jiacheng Liu, Linwei Jia, Zhuodi Hao, Zhongjun Yang, et al. “FinMMDocR: Benchmarking Financial Multimodal Reasoning With Scenario Awareness, Document Understanding, and Multi-Step Computation”. Proceedings of the AAAI Conference on Artificial Intelligence 40, no. 30 (March 14, 2026): 25858–25866. Accessed May 13, 2026. https://ojs.aaai.org/index.php/AAAI/article/view/39785.