How Aligned are Human Chart Takeaways and LLM Predictions? A Case Study on Bar Charts with Varying Layouts

Large Language Models (LLMs) have been adopted for a variety of visualizations tasks, but how far are we from perceptually aware LLMs that can predict human takeaways? Graphical perception literature has shown that human chart takeaways are sensitive to visualization design choices, such as spatial...

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Publié dans:IEEE transactions on visualization and computer graphics. - 1996. - 31(2025), 1 vom: 01. Jan., Seite 536-546
Auteur principal: Wang, Huichen Will (Auteur)
Autres auteurs: Hoffswell, Jane, Thazin Thane, Sao Myat, Bursztyn, Victor S, Bearfield, Cindy Xiong
Format: Article en ligne
Langue:English
Publié: 2025
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Journal Article