Personality prediction based on large language models

• Main Author: Wee, Jewel Xin Yu
• Other Authors: Erik Cambria
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Personality prediction; Myers-Briggs type indicator; Large language models; Sentiment analysis
• Online Access: https://hdl.handle.net/10356/175297
• Institution: Nanyang Technological University

Automated personality prediction from text, with the help of Machine Learning (ML) and Deep Learning (DL) Natural Language Processing (NLP) techniques, has been widely researched in recent years. It offers a solution in tackling issues faced by self-assessments, particularly response bias. It may al...