readme: ---
  language: "en"
  tags:
  - Paraphase Generation
  - Data Augmentation
  datasets:
  - Quora
  - MSR
  - Google-PAWS
  ---
  
  [![acl](http://img.shields.io/badge/ACL-2021-f31f32)](https://arxiv.org/abs/2105.12995)
  
  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)
  
  Jointly used with generation constraints, this model 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.
  ```
  @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}
  }
  ```
  