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cs.HC2025
Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs
Huichen Will Wang, Larry Birnbaum, Vidya Setlur
Mining and conveying actionable insights from complex data is a key challenge of exploratory data analysis (EDA) and storytelling. To address this challenge, we present a design sp…
cs.HC2024
Can Nuanced Language Lead to More Actionable Insights? Exploring the Role of Generative AI in Analytical Narrative Structure
Vidya Setlur, Larry Birnbaum
Relevant language describing trends in data can be useful for generating summaries to help with readers' takeaways. However, the language employed in these often template-generated…