The deductive verification process substantially enhances the rigor and reliability of reasoning chains while also impacting the accuracy of final answers in diverse reasoning datasets.
Our experimental results suggest a paradox where adopting the Natural Program reasoning format improves correctness, yet further deductive verification reduces the overall accuracy of final answers by discarding flawed but correct reasoning.
#deductive-verification #natural-language-processing #reasoning-accuracy #experimental-evaluation #artificial-intelligence
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