Data augmentation for name entity recognition

• Main Author: Kyaw, Zin Tun
• Other Authors: Chng Eng Siong
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Information systems; Engineering::Computer science and engineering::Information systems::Information storage and retrieval
• Online Access: https://hdl.handle.net/10356/161703
• Institution: Nanyang Technological University

The objective of this thesis is to develop text augmentation approaches for Name Entity Recognition tasks under low-resource domain settings. The field of Name Entity Recognition has advanced rapidly due to the contributions of Deep Learning. Deep Learning techniques have become the mainstream ap...