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LLMsForDataVis

Analysis of LLMs'capabilities for data visualization.

Prompts directory contains the files that show the prompts used for chart creation.

The other folders contain the generated code.

Paper

This repository was created during the work that led to the following publication, consider citing it:

@INPROCEEDINGS{10541799,
  author={Vázquez, Pere-Pau},
  booktitle={2024 IEEE 17th Pacific Visualization Conference (PacificVis)}, 
  title={Are LLMs ready for Visualization?}, 
  year={2024},
  volume={},
  number={},
  pages={343-352},
  keywords={Data visualization;Human-centered computing—Visualization—Visualization techniques;Human-centered computing—Visualization—Empirical studies in visualization},
  doi={10.1109/PacificVis60374.2024.00049}}

Respository

To cite this repository in publications, please use the following Bibtex entry:

@misc{LLMsForDataVis,
  author       = {Pere-Pau Vázquez},
  title        = {LLMsForDataVis Repository},
  year         = {2024},
  publisher    = {GitHub},
  journal      = {GitHub Repository},
  howpublished = {\url{https://github.com/pere-pau/LLMsForDataVis}},
}

Author

Pere-Pau Vázquez

ViRVIG Group

Department of Computer Science

Universitat Politècnica de Catalunya (Barcelona)

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