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py_evaluator's Introduction

There are three Python programs here (-h for usage):

  • ./evaluate evaluates pairs of MT output hypotheses by comparing the number of words they match in a reference translation
  • ./check checks that the output file is correctly formatted
  • ./grade computes accuracy against human judgements

The commands are designed to work in a pipeline. For instance, this is a valid invocation:

./evaluate | ./check | ./grade

The data/ directory contains a training set and a test set

  • data/hyp1-hyp2-ref is a file containing tuples of two translation hypotheses and a human reference translation.

  • data/dev.answers contains human judgements for the first half of the dataset, indicating whether the first hypothesis (hyp1) or the second hypothesis (hyp2) is better or equally good/bad.

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