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flaubert-base-cased-ecology_crisis
moumeneb1/flaubert-base-cased-ecology_crisis
flaubert-base-cased-ecology_crisis is a feature extraction model from moumeneb1. Use it when you need embeddings to search or compare text. It is set up for transformers.
An adapted Flaubert/Flaubertbase-cased model Trained further on a Language modeling Task of unlabeled French tweets used to create the CrisisDataset, The intermediate task of masqued language modeling helped us improv…
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At a glance
- Task
- Feature Extraction
- Library
- transformers
- Model type
- flaubert
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Dec 11, 2020
- SHA
- f9e53a87
Model card
From the Hugging Face model README
Flaubert-base-cased-ecology_crisis
An adapted Flaubert/Flaubert_base-cased model Trained further on a Language modeling Task of unlabeled French tweets used to create the CrisisDataset, The intermediate task of masqued language modeling helped us improve the results on our paper 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",
}
- Task
- Feature Extraction
- Library
- transformers
- Type
- flaubert
- Created
- Mar 2, 2022
- Updated
- Dec 11, 2020