When Prompts Mislead: Textual Dominance and Diagnostic Bias in MLLMs

Inhyuk Park, Doohyun Park

Multimodal large language models (MLLMs) are increasingly being evaluated for medical applications, where computational constraints often make prompting strategies the only practic…