---
license: cc-by-4.0
task_categories:
- question-answering
language:
- en
---

- **Homepage:** [FinQA](https://finqasite.github.io/)
- **Repository:** [GitHub](https://github.com/czyssrs/FinQA)
- **Paper:** [FinQA: A Dataset of Numerical Reasoning over Financial Data](https://arxiv.org/abs/2109.00122)

### Dataset Summary
FinQA is a large-scale dataset with 2.8k financial reports for 8k Q&A pairs to study numerical reasoning with structured and unstructured evidence.

### Citation Information

```
@inproceedings{chen2021finqa,
          title={FinQA: A Dataset of Numerical Reasoning over Financial Data},
          author={Chen, Zhiyu and Chen, Wenhu and Smiley, Charese and Shah, Sameena and Borova, Iana and Langdon, Dylan and Moussa, Reema and Beane, Matt and Huang, Ting-Hao and Routledge, Bryan R and others},
          booktitle={Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing},
          pages={3697--3711},
          year={2021}
        }
```