no code implementations • 18 Feb 2024 • Yinghui Li, Shang Qin, Jingheng Ye, Shirong Ma, Yangning Li, Libo Qin, Xuming Hu, Wenhao Jiang, Hai-Tao Zheng, Philip S. Yu
To promote the CGEC field to better adapt to the era of LLMs, we rethink the roles of LLMs in the CGEC task so that they can be better utilized and explored in CGEC.
1 code implementation • 18 Oct 2023 • Jingheng Ye, Yinghui Li, Yangning Li, Hai-Tao Zheng
In this paper, we aim to clarify how data augmentation improves GEC models.
1 code implementation • 13 Oct 2023 • Haojing Huang, Jingheng Ye, Qingyu Zhou, Yinghui Li, Yangning Li, Feng Zhou, Hai-Tao Zheng
In recent years, Chinese Spelling Check (CSC) has been greatly improved by designing task-specific pre-training methods or introducing auxiliary tasks, which mostly solve this task in an end-to-end fashion.
2 code implementations • 18 May 2023 • Jingheng Ye, Yinghui Li, Qingyu Zhou, Yangning Li, Shirong Ma, Hai-Tao Zheng, Ying Shen
Evaluating the performance of Grammatical Error Correction (GEC) systems is a challenging task due to its subjectivity.
no code implementations • 23 Oct 2022 • Jingheng Ye, Yinghui Li, Shirong Ma, Rui Xie, Wei Wu, Hai-Tao Zheng
Chinese Grammatical Error Correction (CGEC) aims to automatically detect and correct grammatical errors contained in Chinese text.