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Preprint Oct 2026

Feature Competition and Its Representational Origins in Vision Language Models: Evidence from the Stroop Paradigm

When you ask a vision-language model (VLM) a question with an image, it answers your question based on the image. But to act means to choose: saying one thing means choosing to respond not say another. This becomes an issue when the image contains multiple features that equally relate to the question at hand: how would...

Nurbüke Teker, Rui Xiao, Zeynep Akata et al. · 0 citations

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