Bias problems in large language models and how to mitigate them

• Main Author: Ong, Adrian Zhi Ying
• Other Authors: Luu Anh Tuan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Bias; Large language model
• Online Access: https://hdl.handle.net/10356/181163
• Institution: Nanyang Technological University

Pretrained Language Models (PLMs) like ChatGPT have become integral to various industries, revolutionising applications from customer service to software development. However, these PLMs are often trained on vast, unmoderated datasets, which may contain social biases that can be propagated in the m...