Larry Birnbaum

schoolNorthwestern Universitybar_chart#8677 Global Rank

Total Papers

HCI Rank

#8677

Research Areas

Years Active

Recent Publications

Jupybara: Operationalizing a Design Space for Actionable Data Analysis and Storytelling with LLMs

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 space for actionable EDA and storytelling. Synthesizing theory and expert interviews, we highlight how semantic precision, rhetorical persuas…

IUI '18CorrespondingExplainable AI (XAI) +1

Who is the hero, the villain, and the victim? Detection of roles in news articles using natural language techniques

Many news articles use narrative frames to present people, organizations, and facts. These narrative frames follow cultural archetypes, where readers can associate each one of the presented elements with familiar stereotypes, well-known characters, and recognizable outcomes. In this way, authors can cast real people o…

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