Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models

Chengyu Du, Jinyi Han, Yizhou Ying, Aili Chen, Qi He +7 more
2/12/2026

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@article{du2026think,
  title  = {Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models},
  author = {Chengyu Du and Jinyi Han and Yizhou Ying and Aili Chen and Qi He and Haokun Zhao and Haoran Guo and Sirui Xia and Jiaqing Liang and Zulong Chen and Liangyue Li and Yanghua Xiao},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:977661b59e1ed69e9d13f88d29d6757e3ab4491b},
  journal = {ICLR 2025 2025}
}

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