A Chinese Grammatical Error Correction Model Based On Grammatical Generalization And Parameter Sharing

• Published in: Computer journal Vol. 67; no. 5; pp. 1628 - 1636
• Main Authors: Lin, Nankai, Lin, Xiaotian, Fu, Yingwen, Jiang, Shengyi, Wang, Lianxi
• Format: Journal Article
• Language: English
• Published: Oxford University Press 22.06.2024
• Subjects: Parameter Sharing; Chinese Grammatical Error Correction; Grammatical Generalization

Chinese grammatical error correction (CGEC) is a significant challenge in Chinese natural language processing. Deep-learning-based models tend to have tens of millions or even hundreds of millions of parameters since they model the target task as a sequence-to-sequence problem. This may require a va...