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

Tam Le Thi Thanh, Hoang Tran Van, Hong-Hanh Nguyen-Le +1

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 s…