Reverse Thinking Makes LLMs Stronger Reasoners

Justin Chih-Yao Chen, Zifeng Wang 0002, Hamid Palangi, Rujun Han, Sayna Ebrahimi, Long T. Le, Vincent Perot, Swaroop Mishra, Mohit Bansal, Chen-Yu Lee, Tomas Pfister. Reverse Thinking Makes LLMs Stronger Reasoners. In Luis Chiruzzo, Alan Ritter, Lu Wang, editors, Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL 2025 - Volume 1: Long Papers, Albuquerque, New Mexico, USA, April 29 - May 4, 2025. pages 8611-8630, Association for Computational Linguistics, 2025. [doi]

Authors

Justin Chih-Yao Chen

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Zifeng Wang 0002

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Hamid Palangi

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Rujun Han

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Sayna Ebrahimi

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Long T. Le

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Vincent Perot

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Swaroop Mishra

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Mohit Bansal

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Chen-Yu Lee

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Tomas Pfister

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