Training Data

Autochart: Zhu, J., Ran, J., Lee, R. K. W., Choo, K., & Li, Z. (2021). AutoChart: A Dataset for Chart-to-Text Generation Task. arXiv preprint arXiv:2108.06897.

Gitlab Link for the data: https://gitlab.com/bottle_shop/snlg/chart/autochart

Limitations

You can use the model to generate summaries of data files. Works well for general statistics like the following:

Year	Children born per woman
2018	1.14
2017	1.45
2016	1.49
2015	1.54
2014	1.6
2013	1.65

May or may not generate an okay summary at best for the following kind of data:

Model	BLEU score	BLEURT
t5-small	25.4	-0.11
t5-base	28.2	0.12
t5-large	35.4	0.34

Citation

Kindly cite my work. Thank you.

  @misc{obaid ul islam_2022, 
      title={saadob12/t5_C2T_autochart Hugging Face}, 
      url={https://huggingface.co/saadob12/t5_C2T_autochart}, 
      journal={Huggingface.co}, 
      author={Obaid ul Islam, Saad}, 
      year={2022} 
  }