# Gradient-based Analysis for NLP Models is Manipulable 

## Setup 
In order to make sure imports work correctly, add the output of running setup.py to your PYTHONPATH environment variable in .bashrc 

## Dependencies 
Please refer to the file in the same directory as this readme, called adversarial_grads.yml, that contains all the conda
specifications needed to succesfully run our code. 

Our code uses AllenNLP. If you would like to install this library from source, please install here: https://github.com/allenai/allennlp  
In order to try our models in the AllenNLP Demo, follow the instructions here: https://github.com/allenai/allennlp-demo