| # 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", | |
| } | |
| ``` | |