requirements: torch >= 1.6, transformers >= 3.3.0
Get the original dataset: run create_data.py, preprocess_data.py, convert_by_turn.py in teacher directory.
Train a teacher model: run train_fst.py in teacher directory.
Train a student model: run override_aug.py in student directory. A teacher model is needed and the model path needs to be specified in override_aug.py.
Evaluation: run evaluation.py in both teacher and student directories.