readme: # Flaubert-base-cased-ecology_crisis
  
  An adapted [__Flaubert/Flaubert_base-cased model__](https://github.com/getalp/Flaubert) Trained further on a Language modeling Task of unlabeled French tweets used to create the [CrisisDataset](https://github.com/DiegoKoz/french_ecological_crisis), The intermediate task of masqued language modeling helped us improve the results on our [paper](http://www.sciencedirect.com/science/article/pii/S0306457320300650) compared to the standard flaubert-base-cased model.
  
  If you use this pretrained model on your work, please cite us as follows 🤗
  
  ```
  @article{Kozlowski-et-al2020,
  title = "A three-level classification of French tweets in ecological crises",
  journal = "Information Processing & Management",
  volume = "57",
  number = "5",
  pages = "102284",
  year = "2020",
  issn = "0306-4573",
  doi = "https://doi.org/10.1016/j.ipm.2020.102284",
  url = "http://www.sciencedirect.com/science/article/pii/S0306457320300650",
  author = "Diego Kozlowski and Elisa Lannelongue and Frédéric Saudemont and Farah Benamara and Alda Mari and Véronique Moriceau and Abdelmoumene Boumadane",
  keywords = "Crisis response from social media, Machine learning, Natural language processing, Transfer learning",
  }
  
  ```
  
  