Update README.md

README.md

@@ -14,4 +14,19 @@ tags:
 pretty_name: PLEAD
 size_categories:
 - 10K<n<100K
----
+---
+# PLEAD
+This is the official dataset from the [Explainable Abuse Detection as Intent Classification and Slot Filling](https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00527/114369/Explainable-Abuse-Detection-as-Intent) project.
+
+## Reference
+If you use our dataset, please cite our paper:
+```
+@article{calabrese-etal-2022-plead,
+  author    = {Agostina Calabrese and
+               Bj{\"{o}}rn Ross and
+               Mirella Lapata},
+  title     = {Explainable Abuse Detection as Intent Classification and Slot Filling},
+  journal   = {Transactions of the Association for Computational Linguistics},
+  year      = {2022}
+}
+```