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REPLICATING.md

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To replicate the experiments described in the paper,

  1. Install requirements:
pip install -r requirements.txt
  1. Get, convert and split the data:
cd data
make split
  1. Train the models:
slurm bash/train_saga.sh bert
slurm bash/train_saga.sh bert_feats
slurm bash/train_saga.sh feats
slurm bash/train_saga.sh glove
slurm bash/train_saga.sh glove_feats
  1. Evaluate the models:
slurm bash/predict_saga.sh bert
slurm bash/predict_saga.sh bert_feats
slurm bash/predict_saga.sh feats
slurm bash/predict_saga.sh glove
slurm bash/predict_saga.sh glove_feats