Evolution of Thought: Diverse and High-Quality Reasoning via Multi-Objective Optimization

Biqing Qi, Zhouyi Qian, Yiang Luo +4

As multi-modal large language models (MLLMs) are increasingly applied to complex reasoning tasks, the diversity and quality of reasoning paths become crucial factors affecting thei…