Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction

Xiaoyuan Li, Wenjie Wang 0007, Moxin Li, Junrong Guo, Yang Zhang 0072, Fuli Feng. Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction. In Lun-Wei Ku, Andre Martins, Vivek Srikumar, editors, Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024. pages 11316-11360, Association for Computational Linguistics, 2024. [doi]

@inproceedings{Li0LG0F24,
  title = {Evaluating Mathematical Reasoning of Large Language Models: A Focus on Error Identification and Correction},
  author = {Xiaoyuan Li and Wenjie Wang 0007 and Moxin Li and Junrong Guo and Yang Zhang 0072 and Fuli Feng},
  year = {2024},
  url = {https://aclanthology.org/2024.findings-acl.673},
  researchr = {https://researchr.org/publication/Li0LG0F24},
  cites = {0},
  citedby = {0},
  pages = {11316-11360},
  booktitle = {Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024},
  editor = {Lun-Wei Ku and Andre Martins and Vivek Srikumar},
  publisher = {Association for Computational Linguistics},
  isbn = {979-8-89176-099-8},
}