AI for social good

• Main Author: Wong, Kelly Jie Yin
• Other Authors: Erik Cambria
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science
• Online Access: https://hdl.handle.net/10356/175028
• Institution: Nanyang Technological University

This study explores the effectiveness of diverse machine learning architectures in detecting depression, with an emphasis on postpartum depression identification and advanced sentiment analysis. We evaluated various Transformer-based models and identified RoBERTa as particularly adept at identifying...