Weiqin Wang

Ranked Voting based Self-Consistency of Large Language Models

2025 · arXiv (Cornell University)

Majority voting is considered an effective method to enhance chain-of-thought reasoning, as it selects the answer with the highest "self-consistency" among different reasoning paths (Wang et al., 2023). However, previous chain-of-thought reasoning methods typically generate …