Hierarchical Vision-Language Reasoning for Multimodal Multiple-Choice Question Answering. - Ao Zhou; Zebo Gu; Tenghao Sun; Jiawen Chen; Mingsheng Tu; Zifeng Cheng; Yafeng Yin 002; Zhiwei Jiang 001; Qing Gu 001 (CoRR, 2025)