Confidence as a Reward: Transforming LLMs into Reward Models

He Du, Bowen Li, Chengxing Xie +3

Reward models can significantly enhance the reasoning capabilities of large language models (LLMs), but they typically require extensive curated data and costly training. To mitiga…