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Essay Evaluation

Building

Run python3 setup.py sdist bdist_wheel in the root directory to build the package.

Testing

Run python -m unittest test to run the unit tests.

Jupyter Notebooks

We created several notebooks to complete our subgoals. Here's a short overview

CorrelationNotebook_Step3 & CorrelationV2

Used to measure the correlation of different indices and the holistic socre

Data Visualization

Used to generate following graphs:

  • token distribution
  • score distribution
  • average number of token for each score

Lexical Feature Evaluation

Used to demonstrate the binning process

New LV Feature extraction code

tba

Changelog

v0.0.2

  • lexical variation indices only contain "strong lexical words"
  • named entities are removed before passing them to the spell checker

v0.0.3

  • The spell checker only marks words as spelling mistakes if they can not be found in the en_GB and en_US dictionary.

In equal collaboration with Simon Klimek

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