Update README.md

README.md

@@ -14,6 +14,16 @@ dataset_info:
   download_size: 2555791
   dataset_size: 4805316
 ---
-# Dataset Card for "grade-school-math-instructions"
+# Dataset Card for grade-school-math-instructions
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+OpenAI's [grade-school-math](https://github.com/openai/grade-school-math) dataset converted into instructions.
+
+## Citation Information
+```bibtex
+@article{cobbe2021gsm8k,
+  title={Training Verifiers to Solve Math Word Problems},
+  author={Cobbe, Karl and Kosaraju, Vineet and Bavarian, Mohammad and Chen, Mark and Jun, Heewoo and Kaiser, Lukasz and Plappert, Matthias and Tworek, Jerry and Hilton, Jacob and Nakano, Reiichiro and Hesse, Christopher and Schulman, John},
+  journal={arXiv preprint arXiv:2110.14168},
+  year={2021}
+}
+```