Style-Change-Detection-Using-BERT

Solution with the best accuracy for the Style Change Detection task for the competition PAN @ CLEF 2020

Steps to replicate the results:

1. Clone this repository
2. Download the classifiers from here and save them in the project root
3. Create an input directory which has two subdirectories in it named dataset-narrow and dataset-wide
4. Create an empty output directory
5. run python final.py $input_dir $output_dir where $input_dir and $output_dir are the paths to the input and output directories respectively.