The model is run using the AWD LSTM language model

To run the model with main.py with bias regularization -

• Set the value of the the booleans --bias_reg_encoder and --bias_reg_decoder as True
• Set the value of --bias_reg_en_factor and --bias_reg_de_factor
• Input the --gender_pair_file from the repo if you are using PTB, wikitext-2 or CNN/Dailymail. If you are using a different corpus, you will need to create your own based on the corpus.

To run the bias scores on a text corpus -

• `python fixed_context_bias_score.py filepath dm -w 100 -n 1
• `python infinite_context_bias_score.py filepath dm -w 100 -n 1