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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.

style-change-detection-using-bert's People

Contributors

aarish407 avatar

Stargazers

Ashley Alex Jacob avatar Margherita Parigini avatar red thing avatar Florian Cafiero avatar Sujeet Maurya avatar Somyadeep Shrivastava avatar Amokh avatar  avatar Simon D. HERNANDEZ avatar

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