Update README.md

README.md

@@ -1 +1,16 @@
-This model is used to generate paraphrases. It has been trained on a mix of 3 different paraphrase detection datasets: MSR, Quora, Google-PAWS.
+This model is used to generate paraphrases. It has been trained on a mix of 3 different paraphrase detection datasets: MSR, Quora, Google-PAWS.
+
+We use this model in our ACL'21 Paper ["PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning"](https://arxiv.org/abs/2105.12995)
+
+This model, jointly used with generation constraints, allows to generate diverse paraphrases. We use those paraphrases as a data augmentation technique to further boosts a classification model's generalization capability. Feel free to play with the [code](https://github.com/tdopierre/ProtAugment)!
+
+If you use this model, please consider citing our paper.
+```bash
+@article{Dopierre2021ProtAugmentUD,
+  title={ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning},
+  author={Thomas Dopierre and C. Gravier and Wilfried Logerais},
+  journal={ArXiv},
+  year={2021},
+  volume={abs/2105.12995}
+}
+```