NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries

Yiru Chen; Ryan Li; Austin Mac; Tianbao Xie; Tao Yu; Eugene Wu

NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries

Human-Computer Interaction 2023-01-02 v2 Artificial Intelligence Computation and Language Databases

Authors: Yiru Chen , Ryan Li , Austin Mac , Tianbao Xie , Tao Yu , Eugene Wu

Abstract

We develop NL2INTERFACE to explore the potential of generating usable interactive multi-visualization interfaces from natural language queries. With NL2INTERFACE, users can directly write natural language queries to automatically generate a fully interactive multi-visualization interface without any extra effort of learning a tool or programming language. Further, users can interact with the interfaces to easily transform the data and quickly see the results in the visualizations.

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@article{arxiv.2209.08834,
  title  = {NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries},
  author = {Yiru Chen and Ryan Li and Austin Mac and Tianbao Xie and Tao Yu and Eugene Wu},
  journal= {arXiv preprint arXiv:2209.08834},
  year   = {2023}
}

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5 pages, IEEE Visualization Conference NLVIZ Workshop 2022

NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries

Abstract

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