Disparities In Negation Understanding Across Languages In Vision-Language Models

Charikleia Moraitaki, Sarah Pan, Skyler Pulling +3

Vision-language models (VLMs) exhibit affirmation bias: a systematic tendency to select positive captions ("X is present") even when the correct description contains negation ("no…