English Grammar Error Detection Using Recurrent Neural Networks

• Published in: Scientific programming Vol. 2021; pp. 1 - 8
• Main Author: He, Zhenhui
• Format: Journal Article
• Language: English
• Published: New York Hindawi 2021; John Wiley & Sons, Inc
• Subjects: Algorithms; Composition; Criminal sentences; Disasters; Error correction & detection; Error detection; Grammar; Language; Learning; Machine translation; Natural language processing; Neural networks; Reading; Recurrent neural networks; Speech; Teaching; Text editing; Training; China

Automatic marking of English compositions is a rapidly developing field in recent years. It has gradually replaced teachers’ manual reading and become an important tool to relieve the teaching burden. The existing literature shows that the error of verb consistency and the error of verb tense are th...