Tang, Zichen, Haihong E, Rongjin Li, Jiacheng Liu, Linwei Jia, Zhuodi Hao, Zhongjun Yang, et al. 2026. “FinMMDocR: Benchmarking Financial Multimodal Reasoning With Scenario Awareness, Document Understanding, and Multi-Step Computation”. Proceedings of the AAAI Conference on Artificial Intelligence 40 (30):25858-66. https://doi.org/10.1609/aaai.v40i30.39785.