Update README.md

README.md

@@ -16,4 +16,17 @@ size_categories:
 - 100M<n<1B
 ---
 
-This dataset contains all four versions of the Splits! dataset, detailed in `https://arxiv.org/pdf/2504.04640`. See github repo `https://github.com/eyloncaplan/splits`.
+This dataset contains all four versions of the Splits! dataset, detailed in `https://arxiv.org/pdf/2504.04640`. See github repo `https://github.com/eyloncaplan/splits`.
+
+If our dataset is useful for you, please cite us:
+```
+@misc{caplan2025splitsflexibledatasetevaluating,
+      title={Splits! A Flexible Dataset for Evaluating a Model's Demographic Social Inference}, 
+      author={Eylon Caplan and Tania Chakraborty and Dan Goldwasser},
+      year={2025},
+      eprint={2504.04640},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2504.04640}, 
+}
+```