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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.