Update README.md

README.md

@@ -32,3 +32,12 @@ task_categories:
 
 This dataset is adapted from the paper [Language Models Enable Simple Systems for Generating
 Structured Views of Heterogeneous Data Lakes](https://www.vldb.org/pvldb/vol17/p92-arora.pdf). You can learn more about the data collection process there.  
+
+Please consider citing the following if you use this task in your work:
+@article{arora2024simple,
+  title={Simple linear attention language models balance the recall-throughput tradeoff},
+  author={Arora, Simran and Eyuboglu, Sabri and Zhang, Michael and Timalsina, Aman and Alberti, Silas and Zinsley, Dylan and Zou, James and Rudra, Atri and Ré, Christopher},
+  journal={arXiv:2402.18668},
+  year={2024}
+}
+