Mitigating style-image hallucination in large vision language models

• Main Author: He, Guoshun
• Other Authors: Alex Chichung Kot
• Format: Thesis-Master by Coursework
• Language: English
• Published: Nanyang Technological University 2025
• Subjects: Engineering; Out-of-domain; Hallucination; Lightweight model
• Online Access: https://hdl.handle.net/10356/182918
• Institution: Nanyang Technological University

LLMs are widely applied across various domains, yet a significant challenge remains—their performance deteriorates sharply in out-of-domain scenarios, often leading to increased hallucinations. Despite its importance, this phenomenon has received limited attention in academic research. To address th...