Deep learning for English grammatical error correction

• Main Author: Luo, Jingying
• Other Authors: Hui Siu Cheung
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/149459
• Institution: Nanyang Technological University

Rule-based approach and deep learning approach are two most popular approaches while dealing with Grammatical Error Correction (GEC) task. The rule-based approach is strict, fast and precise but unable to deal with complex errors. The deep learning approach is more powerful with the ability to deal...