This repository is proposed by Khaled Chabane, Ludovic Moncla and Alice Brenon as part of the GEODE project.

Install dependencies

pip3 install -r requirements.txt

python -m spacy dowload fr_core_news_sm

Get Started

To run the script for preparing data use the following command :

python tmp_preprocess_data.py 

In order to run the classifiers, use the following command :

python experimentsClassicClassifiers.py <dataset_tsv_file> <content_column_name> <labels_column_name> <min_sample_per_class> <max_sample_per_class>

In order to run Classification with pre-trained models, use the following command :

cd experiments/

python bert_experiments.py  <model_Name> <classifier> 

Acknowledgment

The authors are grateful to the ASLAN project (ANR-10-LABX-0081) of the Université de Lyon, for its financial support within the French program "Investments for the Future" operated by the National Research Agency (ANR).