Adaptation of language models via text augmentation

• Main Author: Prachaseree, Chaiyasait
• Other Authors: Chng Eng Siong
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Document and text processing
• Online Access: https://hdl.handle.net/10356/171247
• Institution: Nanyang Technological University

This research aims to adapt a language model to a specific domain using text augmentation techniques. A robust language model requires a lot of domain-specific texts. This thesis focuses on text augmentation to circumvent limited data and domain mismatch. It aims to increase the amount and diversity...