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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%