Learning Deliberately, Acting Intuitively: Unlocking Test-Time Reasoning in Multimodal LLMs

ArXi:2507.06999v2 Announce Type: replace-cross Reasoning is essential for large language models (LLMs), especially in complex tasks such as mathematical problem solving. However, multimodal reasoning still faces challenges in modality alignment and