Zi-Mo Qi

When Words Speak Louder than Images: Towards Understanding Language Bias in Vision-Language Models

Despite substantial progress across downstream applications, vision-language models (VLMs) remain susceptible to language bias, often prioritizing linguistic cues over visual evidence and consequently producing incorrect predictions. Prior studies have proposed various approaches to understanding and mitigating languag...