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cs.AI2024
Understanding Graphical Perception in Data Visualization through Zero-shot Prompting of Vision-Language Models
Grace Guo, Jenna Jiayi Kang, Raj Sanjay Shah +2
Vision Language Models (VLMs) have been successful at many chart comprehension tasks that require attending to both the images of charts and their accompanying textual descriptions…
cs.AI2024
How Well Do Deep Learning Models Capture Human Concepts? The Case of the Typicality Effect
Siddhartha K. Vemuri, Raj Sanjay Shah, Sashank Varma
How well do representations learned by ML models align with those of humans? Here, we consider concept representations learned by deep learning models and evaluate whether they sho…