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QUESTION ANSWER NLP PROJECT

Author/ Contributor: Debjyoti Paul, [email protected], uNID: u0992708

Poster of Question Answer Project

###NOTE: In CADE machines use following python path: /usr/local/stow/python/amd64_linux26/python-2.7.3/bin/python PLEASE RUN FIRST $ chmod +x prepare.sh $ ./prepare.sh

  • PREPARE MODULE

    • Modules require:
      • numpy
      • scipy
      • scikit-learn
      • beautifulSoup4
      • requests
    • to install them locally and run use following command
    • $ ./prepare.sh

  • EXECUTION

    • Help
      • /usr/local/stow/python/amd64_linux26/python-2.7.3/bin/python qa.py -h
    • Execution WITHOUT Coreference Resolution
      • /usr/local/stow/python/amd64_linux26/python-2.7.3/bin/python qa.py -i input.txt -o response.txt -c 0
    • Execution WITH Coreference Resolution
      • /usr/local/stow/python/amd64_linux26/python-2.7.3/bin/python qa.py -i input.txt -o response.txt -c 1
    • NOTE:
      • The final F-score obtained for developset is 32.68% (without coref resolution)
      • The final F-score obtained for testset1 is 38.64% (without coref resolution)

  • INFORMATION

    • It usually takes some 30 seconds to initialize Question classifier.
    • This script also installs BART anaphora resolution kit and runs a web server with port 8125
    • TESTED on lab1-13.eng.utah.edu
    • In OSX/ Macbook developset execution completes in 12-15 minutes.