Dependencies

We use PyTorch, igraph, and transformers library.

conda install -c pytorch torchvision captum
pip install transformers
pip install python-igraph

Quick Overview

We tested multiple strategies based on graph data and text data, You can reproduce the results using the two notebooks provided. For the more details about the implemented methods please check the report.

Data

The input data expects to be put in an input folder at the root.

Link to the challenge : https://www.kaggle.com/c/fr-domain-classification

Contributors

Ramzi Charradi

Saifeddine Ghribi

Skander Hellal