CarBoN: Calibrated Best-of-N Sampling Improves Test-time Reasoning

Yung-Chen Tang, Pin-Yu Chen, Andrea Cavallaro

Allocating more computation during inference time (test-time scaling) improves language model performance, especially for reasoning tasks. However, popular methods like Best-of-$N$…