Zhou, Denny

Self-Consistency Improves Chain of Thought Reasoning in Language Models

2022 · arXiv (Cornell University)

Chain-of-thought prompting combined with pre-trained large language models has achieved encouraging results on complex reasoning tasks. In this paper, we propose a new decoding strategy, self-consistency, to replace the naive greedy decoding used in chain-of-thought …