Materials of the paper ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language.
The model and dataset have been uploaded on HuggingFace:
- Model: https://huggingface.co/yuan-tian/chartgpt
- Dataset: https://huggingface.co/datasets/yuan-tian/chartgpt-dataset
Note that the dataset on HuggingFace is in the prompt-completion pair format, which can be used for direct training.
BibTeX:
@article{tian2024chartgpt,
title={ChartGPT: Leveraging LLMs to Generate Charts from Abstract Natural Language},
author={Tian, Yuan and Cui, Weiwei and Deng, Dazhen and Yi, Xinjing and Yang, Yurun and Zhang, Haidong and Wu, Yingcai},
journal={IEEE Transactions on Visualization and Computer Graphics},
year={2024},
pages={1-15},
doi={10.1109/TVCG.2024.3368621}
}