Towards robust natural language and image processing In low-resource scenarios

• Main Author: Liu, Linlin
• Other Authors: He Ying
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering; Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision; Humanities::Linguistics::Sociolinguistics::Computational linguistics
• Online Access: https://hdl.handle.net/10356/166293
• Institution: Nanyang Technological University

Deep learning has achieved state-of-the-art performance on a wide range of tasks, including natural language processing (NLP), computer vision (CV), speech and so on. Compared with the traditional statistical model-based machine learning methods, it eliminates the reliance on tedious feature enginee...