Our novel framework ensures Large Language Models can perform explicit deductive reasoning while maintaining trustworthiness through a verification process that enhances accuracy using a decomposition strategy.
The introduction of the Unanimity-Plurality Voting strategy allows us to further enhance verification accuracy, demonstrating significant improvements in the rigor and interpretability of reasoning steps.
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