To replicate the experiments described in the paper,
- Install requirements:
pip install -r requirements.txt
- Get, convert and split the data:
cd data
make split
- 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
- 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