Fake review detection using natural language processing (NLP) techniques

• Main Author: Pyae Sone Khin
• Other Authors: Lihui Chen
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Machine learning; Fake review; Adversarial attack
• Online Access: https://hdl.handle.net/10356/176806
• Institution: Nanyang Technological University

Detecting fake reviews is important for maintaining the authenticity and reliability of online platforms. In this project, we address the challenges of fake review detection using machine learning techniques, focusing on the application of DistilBERT model and adversarial sample generation. Our appr...