Shiping Gao

Shiping Gao

PhD student in Computer Science and Engineering at the University of Michigan.

Edit-Wise Preference Optimization for Grammatical Error Correction

Published in 31st International Conference on Computational Linguistics (COLING 2025), 2025

This paper proposes Edit-Wise Preference Optimization (EPO), emphasizing edit spans and pivot tokens to guide grammatical error correction and reduce error accumulation.

Links

BibTeX

@inproceedings{liang2025edit,
  title = {Edit-Wise Preference Optimization for Grammatical Error Correction},
  author = {Liang, Jiehao and Yang, Haihui and Gao, Shiping and Quan, Xiaojun},
  booktitle = {Proceedings of the 31st International Conference on Computational Linguistics},
  year = {2025},
  pages = {3401--3414},
  organization = {Association for Computational Linguistics}
}