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NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries (2209.08834v2)
Published 19 Sep 2022 in cs.HC, cs.AI, cs.CL, and cs.DB
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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