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20232026
most citedThe potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories

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cs.CV2026

When Visuals Aren't the Problem: Evaluating Vision-Language Models on Misleading Data Visualizations

Harsh Nishant Lalai, Raj Sanjay Shah, Hanspeter Pfister +2

Visualizations help communicate data insights, but deceptive data representations can distort their interpretation and propagate misinformation. While recent Vision Language Models…