Best-of-Better-$N$: Generating Pre-Aligned Responses with In-Context Learning

Eric Lei, Hsiang Hsu, Chun-Fu Chen

Inference-time alignment methods, such as Best-of-$N$, offer a flexible alternative to training-based alignment by using reward models to select high-quality responses generated by…