AI for social good

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...

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Bibliographic Details
Main Author: Wong, Kelly Jie Yin
Other Authors: Erik Cambria
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/175028