Attention-space Contrastive Guidance for Efficient Hallucination Mitigation in LVLMs.

arXiv:2601.13707v3 Announce Type: replace-cross Abstract: Hallucinations in large vision--language models (LVLMs) often arise when language priors dominate over visual evidence, leading to object misidentification and visually inconsistent descriptions. We add