CS 8674: Project Course - GANs with Text

Master's Project course towards MSCS at Northeastern

Environment setup

• Copy sample.env to .env and enter appropriate values for the variables
• A brief description of each is provided as a comment in that file
• Post that run,

  ./setup_env.sh

• Uses env file to configure project environment
• Builds required docker images
• Makes a python environment and installes required packages in it
• Prepares an lock.env file. Do not edit/ delete it

Rebuilding environment

• You may change environment config in the process of development
• This includes adding a new python package to requirements.txt
• After changing run,

  ./setup_env.sh
  

Results

• We compare the performance of one question answering model on the generated questions with its performance on original questions
• The original SQuAD eval script for v1.1 was used

Source	F1	Exact Match
Original questions	84.65%	77.07%
Predicted Questions	66.09%	55.85%