2025
VADE: Visual Attention Guided Hallucination Detection and Elimination
ACL 2025finding
Vision Language Models (VLMs) have achieved significant advancements in complex visual understanding tasks. However, VLMs are prone to hallucinations—generating outputs that lack alignment with visual content. This paper addresses hallucination detection in VLMs by leveraging the visual grounding in…