Seeing to Generalize: How Visual Data Corrects Binding Shortcuts

Nicolas Buzeta, Felipe del Rio, Cristian Hinostroza +3

Vision Language Models (VLMs) are designed to extend Large Language Models (LLMs) with visual capabilities, yet in this work we observe a surprising phenomenon: VLMs can outperform…