Self-Consistency Improves Chain of Thought Reasoning

Authors: Wang et al. Year: 2023 ArXiv/Link: https://arxiv.org/abs/2203.11171

Summary

Ensembles multiple reasoning paths to improve robustness and accuracy of chain-of-thought reasoning.

Key Concepts

• Ensemble reasoning
• Self-consistency
• Multiple paths
• Voting mechanisms
• Robustness improvement

Impact

Simple ensemble approach improving reasoning reliability

Category

Chain-of-Thought & Reasoning

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