Trained, validate, and tested using a subset of the NELA-GT-2018 dataset. The dataset is split such that there was no overlap in of news sources between the three sets. This model used the pre-trained weights of bert-base-cased as starting point and was able to achieve 84% accuracy on the test set.

For more details: Github