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Polyjuice: Automated, General-purpose Counterfactual Generation
Counterfactual examples have been shown to be useful for many applicatio...
01/01/2021 ∙ by Tongshuang Wu, et al. ∙
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Gemini: A Grammar and Recommender System for AnimatedTransitions in Statistical Graphics
Animated transitions help viewers follow changes between related visuali...
09/03/2020 ∙ by Younghoon Kim, et al. ∙
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CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis
Large scale analysis of source code, and in particular scientific source...
08/28/2020 ∙ by Ge Zhang, et al. ∙
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Boba: Authoring and Visualizing Multiverse Analyses
Multiverse analysis is an approach to data analysis in which all "reason...
07/10/2020 ∙ by Yang Liu, et al. ∙
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Goals, Process, and Challenges of Exploratory Data Analysis: An Interview Study
How do analysis goals and context affect exploratory data analysis (EDA)...
11/01/2019 ∙ by Kanit Wongsuphasawat, et al. ∙
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Paths Explored, Paths Omitted, Paths Obscured: Decision Points Selective Reporting in End-to-End Data Analysis
Drawing reliable inferences from data involves many, sometimes arbitrary...
10/30/2019 ∙ by Yang Liu, et al. ∙
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Critical Reflections on Visualization Authoring Systems
An emerging generation of visualization authoring systems support expres...
07/31/2019 ∙ by Arvind Satyanarayan, et al. ∙
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Beyond Heuristics: Learning Visualization Design
In this paper, we describe a research agenda for deriving design princip...
07/17/2018 ∙ by Bahador Saket, et al. ∙
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