Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks

This codebase contains the python scripts, and dataset for the working paper titled "Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks". This work is being conducted at the Financial Services Innovation Lab of Georgia Tech. The FinTech lab is a hub for finance education, research and industry in the Southeast.

The paper is available at SSRN

Cite

Please cite our paper if you use any code. For dataset all the credit is due to the original creators of the datasets. So if you use any datasets, please cite the respective paper.

@article{shah2023zero,
  title={Zero is Not Hero Yet: Benchmarking Zero-Shot Performance of LLMs for Financial Tasks},
  author={Shah, Agam and Chava, Sudheer},
  journal={arXiv preprint arXiv:2305.16633},
  year={2023}
}

Contact Information

Please raise issue on GitHub or contact Agam Shah (ashah482[at]gatech[dot]edu) for any issues and questions.
GitHub: @shahagam4 Website: https://shahagam4.github.io/