99 citations · 387 across the 20 of their papers we have counts for
3 papers · 1 filter
Gemini2: Generating Keyframe-Oriented Animated Transitions Between Statistical Graphics
Younghoon Kim, Jeffrey Heer
Complex animated transitions may be easier to understand when divided into separate, consecutive stages. However, effective staging requires careful attention to both animation sem…
Hypothesis Formalization: Empirical Findings, Software Limitations, and Design Implications
Eunice Jun, Melissa Birchfield, Nicole de Moura +2
Data analysis requires translating higher level questions and hypotheses into computable statistical models. We present a mixed-methods study aimed at identifying the steps, consid…
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer +1
While counterfactual examples are useful for analysis and training of NLP models, current generation methods either rely on manual labor to create very few counterfactuals, or only…