Zilin Xiao
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2026
Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning
This paper proposes a post-training framework called Retrieval-Augmented Reinforcement Fine-Tuning (RA-RFT) to teach language models to reason by analogy.
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cs.CLcs.AIEmpiricalRecentJun 11, 2026
Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning
Zilin Xiao, Qi Ma, Chun-cheng Jason Chen, Xintao Chen +3 more
This paper proposes a post-training framework called Retrieval-Augmented Reinforcement Fine-Tuning (RA-RFT) to teach language models to reason by analogy.
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