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.
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}}
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}},
}
Pere-Pau Vázquez
ViRVIG Group
Department of Computer Science
Universitat Politècnica de Catalunya (Barcelona)