Breaking the Pre-Sampling Barrier: Activation-Informed Difficulty-Aware Self-Consistency

Taewoong Yoon, Geunyeong Jeong, Geon Park +2

Self-Consistency (SC) is an effective decoding strategy that improves the reasoning performance of Large Language Models (LLMs) by generating multiple chain-of-thought reasoning pa…