PaLMR: Towards Faithful Visual Reasoning via Multimodal Process Alignment

Yantao Li, Qiang Hui, Chenyang Yan +8

Reinforcement learning has recently improved the reasoning ability of Large Language Models and Multimodal LLMs, yet prevailing reward designs emphasise final-answer correctness an…