2 papers
cs.HC2025
Human-centered evaluation of data visualization understanding in vision-language models
Arnav Verma, Kushin Mukherjee, Christopher Potts +2
Data visualization understanding, which requires integrating visual, numerical, and linguistic inputs, poses fundamental challenges to multimodal reasoning. Recently developed visi…
cs.HC2025
Measuring and predicting variation in the difficulty of questions about data visualizations
Arnav Verma, Judith E. Fan
Understanding what is communicated by data visualizations is a critical component of scientific literacy in the modern era. However, it remains unclear why some tasks involving dat…