Improving neural machine translation: data centric approaches

• Main Author: Nguyen, Xuan Phi
• Other Authors: Joty Shafiq Rayhan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/170533
• Institution: Nanyang Technological University

Neural machine translation (NMT), where neural networks are used to generate translations, has revolutionized the field of machine translation (MT) in the past ten years, thanks to the introduction of the attention mechanism. From the inefficient recurrent structures, NMT has evolved into the Transf...