KPT source code

Here is the source code for our ACL 2022 paper Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification

install openprompt

Please install via git clone. This helps keep the dataset downloading scripts.

git clone git@github.com:thunlp/OpenPrompt.git
cd OpenPrompt
python setup.py install

Download the dataset

cd OpenPrompt/datasets
bash download_text_classification.sh

Run the scripts

for fewshot experiment

bash scripts/run_fewshot.sh 

for zeroshot experiment

bash scripts/run_zeroshot.sh

for pilot experiment in appendix

bash scripts/run_pilot.sh

The possible arguments in the scripts are in the comment of the scripts. Please choose the combination according to your need.