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 installDownload 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.