Update README.md

README.md

@@ -1,3 +1,26 @@
----
-license: cc-by-4.0
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+---
+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}
+        }
+```