Multi-modal Reasoning with LLMs for Visual Semantic Arithmetic

Chuou Xu, Liya Ji, Qifeng Chen

Reinforcement learning (RL) as post-training is crucial for enhancing the reasoning ability of large language models (LLMs) in coding and math. However, their capacity for visual s…