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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Veröffentlicht in:	arXiv.org 2024-09
Hauptverfasser:	Huichen Will Wang, Hoffswell, Jane, Sao Myat Thazin Thane, Bursztyn, Victor S, Cindy Xiong Bearfield
Format:	Artikel
Sprache:	eng
Schlagworte:	Case studies Charts Configurations Human performance Large language models Layouts
Online-Zugang:	Volltext
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