EMET

EMET is a neural network used to classify fake social media posts based on information retrieved from traditional news source.

More information

You can find more information in our paper EMET: Embeddings from Multilingual-Encoder Transformer for Fake News Detection. The dataset used can be downloaded on figshare

Docker image

docker build <emet/fakenewsDetection:latest> .

> sudo nvidia-docker run --tty --interactive --userns=host --volume /home/EMET:/home/usr/work --name EMET emet/fakenewsDetection:latest /bin/bash

Run EMET

python3 run_emet.py -t /dataset/paper_train.pkl -v /dataset/paper_test.pkl

Acknowledgment

Thank you Jing Yang for your collaboration in solve some mistakes on the network.