experiments

Experiments

Baseline

cd experiments/baseline
python fine-tune_bert.py

GPT-neo

To change which experiment is run, change the dataset and label set in the source code of template_prompting.py. To run, execute the following:

cd experiments
python template_prompting.py

Manual Prompting

cd experiments
python ManualPrompt.py\
    --dataDir DIR\   # dataset directory (raw)
    --dataType TYPE\ # reddit or regulation
    --multiClass     # flag. use to train a model for multi-label classfication

Auto Prompting

cd experiments
python AutoPrompt.py\
    --dataDir DIR\   # dataset directory (raw)
    --dataType TYPE\ # reddit or regulation
    --multiClass     # flag. use to train a model for multi-label classfication