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Natural Interfaces

NL4DV-Stylist: Styling Data Visualizations Using Natural Language and Example Charts

Tenghao Ji, Arpit Narechania

IEEE VIS (Poster) · 2025

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Teaser for NL4DV-Stylist: Styling Data Visualizations Using Natural Language and Example Charts

Abstract

We present NL4DV-Stylist, a Python toolkit that utilizes example charts and natural language instructions as design guidance, enhancing NL-to-VIS authoring workflows to produce more design-informed visualizations.

Citation

@misc{ji2025nl4dvstylist,
  author = {Ji, Tenghao and Narechania, Arpit},
  title = {{NL4DV-Stylist: Styling Data Visualizations Using Natural Language and Example Charts}},
  year = {2025},
  url = {https://osf.io/fs4en},
  note = {Presented as a poster at IEEE VIS 2025}
}