# 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} 
  }
```