When Prompts Override Vision: Prompt-Induced Hallucinations in LVLMs

by [unverified] · free · Last verified 2026-06-16T19:02:08.793Z

Despite impressive progress in capabilities of large vision-language models (LVLMs), these systems remain vulnerable to hallucinations, i.e., outputs that are not grounded in the visual input. Prior work has attributed hallucinations in LVLMs to factors such as limitations of the vision backbone ...