Risk-aware Selective Prompting for Hallucination Mitigation in Large Vision-Language Models 事件

Risk-aware Selective Prompting for Hallucination Mitigation in Large Vision-Language Models arXiv:2605.28123v1 Announce Type: new Abstract: Prompt-based verification is widely used to mitigate hallucinations in large vision-language models (LVLMs), yet when it helps remains poorly understood. We systematically study verification prompting across two representative LVLM architectures and hallucination benchmarks, and find that it is a risk-bearing intervention: its corrections increase with inpu