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Human-in-the-Loop Parsing

Installation

  • git clone https://github.com/luheng/hitl_parsing

  • cd hitl_parsing

  • ./setup.sh

  • ant

  • ./run.sh (for replicating results on ccg dev)

  • ./run.sh -ccg-test (for replicating results on ccg test)

Datasets

As specified in corpora.properties:

  • PennTreebank: (used to get the dev split of CCGBank) needs to be located at hitl_parsing/testfiles/wsj/COMBINED/WSJ/
  • CCGBank: needs to be located at hitl_parsing/testfiles/ccgbank/data/

Other functionalities (coming soon)

  1. Viewing annotated QA data
  2. Human-in-the-loop Demo
  3. Stand-alone question generator

Reference

This human-in-the-loop framework is described in the following paper:

Human-in-the-Loop Parsing
Luheng He, Julian Michael, Mike Lewis and Luke Zettlemoyer
In proceedings of EMNLP 2016

Contact

For questions about our code and data, please contact: luheng at cs dot washington dot edu