Data augmentation for name entity recognition

• المؤلف الرئيسي: Kyaw, Zin Tun
• مؤلفون آخرون: Chng Eng Siong
• التنسيق: Thesis-Master by Research
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Information systems; Engineering::Computer science and engineering::Information systems::Information storage and retrieval
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/161703

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...