4 papers
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets
Victor Dibia
Existing tools for Question Answering (QA) have challenges that limit their use in practice. They can be complex to set up or integrate with existing infrastructure, do not offer c…
Beyond Heuristics: Learning Visualization Design
Bahador Saket, Dominik Moritz, Halden Lin +3
In this paper, we describe a research agenda for deriving design principles directly from data. We argue that it is time to go beyond manually curated and applied visualization des…
Designing for Democratization: Introducing Novices to Artificial Intelligence Via Maker Kits
Victor Dibia, Aaron Cox, Justin Weisz
Existing research highlight the myriad of benefits realized when technology is sufficiently democratized and made accessible to non-technical or novice users. However, democratizin…
Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks
Victor Dibia, Çağatay Demiralp
Rapidly creating effective visualizations using expressive grammars is challenging for users who have limited time and limited skills in statistics and data visualization. Even hig…