Bi-MCQ: Reformulating Vision-Language Alignment for Negation Understanding

Tae Hun Kim, Hyun Gyu Lee

Recent vision-language models (VLMs) achieve strong zero-shot performance via large-scale image-text pretraining and have been widely adopted in medical image analysis. However, ex…