Zhentao He

GThinker: Towards General Multimodal Reasoning via Cue-Guided Rethinking

2025 · arXiv (Cornell University)

Despite notable advancements in multimodal reasoning, leading Multimodal Large Language Models (MLLMs) still underperform on vision-centric multimodal reasoning tasks in general scenarios. This shortfall stems from their predominant reliance on logic- and knowledge-based slow thinking …