Mitigating Hallucinations in Large Vision-Language Models via Causal Route Gating

Zhe Cheng, Wenyu Chen, Fode Zhang +1

Large vision-language models (LVLMs) often hallucinate content that is fluent yet unsupported by the image, limiting their reliability in real-world deployment. We show that a key…