NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries

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

Published: 01 Jan 2022, Last Modified: 30 Sept 2024CoRR 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
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.