"self-correction mechanisms" Papers

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ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning

Mingyang Chen, Linzhuang Sun, Tianpeng Li et al.

NEURIPS 2025arXiv:2503.19470
57
citations

SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction

Ling Yang, Zhaochen Yu, Tianjun Zhang et al.

ICLR 2025arXiv:2410.09008
15
citations

Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction

Huawen Feng, ZekunYao, Junhao Zheng et al.

ICLR 2025
1
citations