Mind What Matters for Reasoning: Aligning Cross-Modal Attention via Selective Probability Mass Concentration

Jiaqi Deng, Zonghan Wu, Zhan Heng +3

Multimodal large language models (MLLMs) achieve strong performance on visual reasoning tasks, yet remain prone to hallucinations and over-reliance on language priors, often genera…