Boosting Meta-Learning for Few-Shot Text Classification via Label-guided Distance Scaling

create python env

conda create -n LDS python=3.7
source activate LDS
pip install requirements.txt -r

data

cd data
unzip data.zip

quick start

cd scripts
sh ours_all.sh

The specific parameters in the paper are consistent with ours_all.sh.

Noting: before you start, you should download bert-base-uncased from https://huggingface.co/google-bert/bert-base-uncased, and change the path in the ours_all.sh file to your own file path.