LLM hallucination study

• Main Author: Potdar, Prateek Anish
• Other Authors: Jun Zhao
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Computer and Information Science; LLM; Hallucination; RAG
• Online Access: https://hdl.handle.net/10356/183825
• Institution: Nanyang Technological University

Large Language Models (LLMs) exhibit impressive generative capabilities but often produce hallucinations—outputs that are factually incorrect, misleading, or entirely fabricated. These hallucinations pose significant challenges in high-stakes applications such as medical diagnosis, legal reaso...