When Helpful Text Hurts: Option-Redirecting Bias in Vision-Language Models.

arXiv:2609.32489v1 Announce Type: new Abstract: In tri-modal visual question answering (VQA), auxiliary text is commonly used to complement visual and textual inputs, yet its reliability is often uncontrolled. While prior work studies modality conflicts in gen