Update README.md

README.md

@@ -1,3 +1,40 @@
----
-license: cc-by-nc-sa-4.0
----
+---
+license: cc-by-nc-sa-4.0
+task_categories:
+- text-classification
+- zero-shot-classification
+language:
+- en
+tags:
+- hate speech
+- abuse detection
+- toxicity
+- robustness
+- AAA
+size_categories:
+- 1K<n<10K
+---
+
+# PLEAD-AAA
+This test set was generated applying the [AAA tool](https://github.com/Ago3/Adversifier) to the [PLEAD](https://huggingface.co/datasets/agostina3/PLEAD) dataset.
+
+## Reference
+If you use our dataset, please cite our papers:
+```
+@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}
+}
+
+@inproceedings{calabrese2021aaa,
+  title={Aaa: Fair evaluation for abuse detection systems wanted},
+  author={Calabrese, Agostina and Bevilacqua, Michele and Ross, Bj{\"o}rn and Tripodi, Rocco and Navigli, Roberto},
+  booktitle={Proceedings of the 13th ACM Web Science Conference 2021},
+  pages={243--252},
+  year={2021}
+}
+```