Libra: Assessing and Improving Reward Model by Learning to Think

Meng Zhou, Bei Li, Jiahao Liu +5

Reinforcement learning (RL) has significantly improved the reasoning ability of large language models. However, current reward models underperform in challenging reasoning scenario…