Question: Computer software is commonly used to translate text from one language to another. As part of his Ph . D . thesis, Philipp Koehn developed

Computer software is commonly used to translate text from one language to another. As part of his Ph.D.
thesis, Philipp Koehn developed a phrase-based translation program called Pharaoh. The quality of the
translation can vary. A good translation system should match a professional human translation. It is important
to be able to quantify how good the translations produced by Pharaoh are. The IBM T. J. Watson Research
Center developed methods to measure the quality of a translation from one language to another. One of these is
the BiLingual Evaluation Understudy (BLEU). A BLEU score is a number ranging from 0 to 1 that indicates
how well a computer translation matches a professional human translation of the same text. Higher scores
indicate a better match. BLEU helps companies who develop translation software "to monitor the effect of
daily changes to their systems in order to weed out bad ideas from good ideas."

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