acl2022-code

Code for ACL2022 privacy paper

Installation

All packages are specified in requirements.txt, this project uses virtualenv to ensure reproducibility.

$ sudo apt-get install virtualenv
$ virtualenv venv --python=python3
$ source venv/bin/activate
$ pip install -r requirements.txt

Running main experiments

Needs at least 16 GB RAM, takes a while; generates results.json

$ python experiment.py

Running unit tests

$ python -m unittest tests.py

Plotting sampling functions

Run jupyter

$ python -m jupyter notebook --notebook-dir=.

And open and run plots.ipynb in Jupyter notebook using a web browser