4 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…
FEWSim: A Visual Analytic Framework for Exploring the Nexus of Food-Energy-Water Simulations
Fan Lei, David A. Sampson, Jiayi Hong +5
The interdependencies of food, energy, and water (FEW) systems create a nexus opportunity to explore the strengths and vulnerabilities of individual and cross-sector interactions w…
Do LLMs Have Visualization Literacy? An Evaluation on Modified Visualizations to Test Generalization in Data Interpretation
Jiayi Hong, Christian Seto, Arlen Fan +1
In this paper, we assess the visualization literacy of two prominent Large Language Models (LLMs): OpenAI's Generative Pretrained Transformers (GPT), the backend of ChatGPT, and Go…