Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement

Zhiheng Xi, Senjie Jin, Yuhao Zhou, Rui Zheng, Songyang Gao, Jia Liu, Tao Gui, Qi Zhang, Xuanjing Huang. Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement. In Houda Bouamor, Juan Pino 0001, Kalika Bali, editors, Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023. pages 11383-11406, Association for Computational Linguistics, 2023. [doi]

@inproceedings{XiJZZGLGZH23,
  title = {Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement},
  author = {Zhiheng Xi and Senjie Jin and Yuhao Zhou and Rui Zheng and Songyang Gao and Jia Liu and Tao Gui and Qi Zhang and Xuanjing Huang},
  year = {2023},
  url = {https://aclanthology.org/2023.findings-emnlp.762},
  researchr = {https://researchr.org/publication/XiJZZGLGZH23},
  cites = {0},
  citedby = {0},
  pages = {11383-11406},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023},
  editor = {Houda Bouamor and Juan Pino 0001 and Kalika Bali},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-061-5},
}