5 papers
LLMs have Visualization Literacy: Now What? Experiments Exploring LLM Visualization Evaluation Capabilities
Christian Seto, Jacqueline Nguyen, Jiayi Hong +1
As Large Language Models (LLMs) become more popular within the visualization community, researchers increasingly leverage them for diverse visualization tasks such as design guidel…
Review and Analysis of Scientific Paper Embellishments
Jiayi Hong, Yixuan Wang, Petra Isenberg +1
We present a review and analysis of scientific paper embellishments -- simple visual elements that are deeply integrated into the text of scientific publications. These embellishme…
The Impact of Uncertainty Visualization on Trust in Thematic Maps
Varun Srivastava, Fan Lei, Alan M. MacEachren +1
Thematic maps are widely used to communicate spatial patterns to non-expert audiences. Although uncertainty is inherent in thematic map data, it is rarely visualized, raising quest…
MapIQ: Evaluating Multimodal Large Language Models for Map Question Answering
Varun Srivastava, Fan Lei, Srija Mukhopadhyay +2
Recent advancements in multimodal large language models (MLLMs) have driven researchers to explore how well these models read data visualizations, e.g., bar charts, scatter plots.…
Skeptik: A Hybrid Framework for Combating Potential Misinformation in Journalism
Arlen Fan, Fan Lei, Steven R. Corman +1
The proliferation of misinformation in journalism, often stemming from flawed reasoning and logical fallacies, poses significant challenges to public understanding and trust in new…