Details of our participation in the propaganda task.
We release a Cost Sensitive version of Transformers for Classification of Imbalanced Data. You can find it at: https://github.com/H-TayyarMadabushi/Cost-Sensitive_Bert_and_Transformers
Unfortunately, the organisers of the task we developed this work for do not make the data publicly available. You can contact them for the data or simply use your own dataset. They also have not released labels for the test set so the only method of evaluating our work was to upload results to the task website.
The program run to generate our results is available at https://colab.research.google.com/drive/18t8WVBwYycyEbM02V-5LZLaqED8sdXBP?usp=sharing
Please see the Github project for more details.