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BLEU: A Method For Automatic Evaluation Of Machine Translation.pdf

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Preview of BLEU: A method for automatic evaluation of machine translation
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📊 Size: 275 KB
📄 Pages: 8 pages
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Summary

BLEU is a method for automatic evaluation of machine translation that is quick, inexpensive, and language-independent, correlating highly with human evaluation. It measures translation performance by comparing a machine translation to one or more reference human translations using a numerical "translation closeness" metric. The metric is based on a weighted average of variable length phrase matches against the reference translations, with a focus on modified n-gram precision to capture adequacy and fluency. The method is designed to be an automated understudy to skilled human judges, providing a quick and inexpensive evaluation that can be used to monitor the effect of daily changes to machine translation systems.

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Description

BLEU is a method for automatic evaluation of machine translation that is quick, inexpensive, and language-independent, correlating highly with human...

Technical Information

  • File Format: PDF
  • File Size: 275 KB
  • Pages: 8
  • Language: EN
  • Total Downloads: 362
  • Last Updated: 3 days ago

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This PDF document about BLEU: A method for automatic evaluation of machine translation provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into BLEU: A method for automatic evaluation of machine translation.

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BLEU: guideBLEU: tutorialmethod guidemethod tutorialautomatic guideautomatic tutorialevaluation guideevaluation tutorialmachine guidemachine tutorialtranslation guidetranslation tutorial

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