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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Bo-Ao Hu

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Aug 2026

Multi-model relevance-guided reverse reasoning: improving chain-of-thought with small models

This work proposes Multi-model Relevance-Guided Reverse Reasoning (MRGRR), which uses a target model and auxiliary models to generate reverse reasoning prompt candidates and shows higher average accuracy than six CoT baselines.

Bo-Ao Hu, Yingxun Fu, Li Ma · 0 citations

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