Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks

Shengnan An, Zexiong Ma, Siqi Cai, Zeqi Lin, Nanning Zheng 0001, Jian-Guang Lou, Weizhu Chen. Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks. In Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen, editors, Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024. pages 833-854, Association for Computational Linguistics, 2024. [doi]

@inproceedings{AnMCL0LC24,
  title = {Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks},
  author = {Shengnan An and Zexiong Ma and Siqi Cai and Zeqi Lin and Nanning Zheng 0001 and Jian-Guang Lou and Weizhu Chen},
  year = {2024},
  url = {https://aclanthology.org/2024.findings-emnlp.46},
  researchr = {https://researchr.org/publication/AnMCL0LC24},
  cites = {0},
  citedby = {0},
  pages = {833-854},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024},
  editor = {Yaser Al-Onaizan and Mohit Bansal and Yun-Nung Chen},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-168-1},
}