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AIF-C01 · Question #372

AIF-C01 Question #372: Real Exam Question with Answer & Explanation

The correct answer is B: Bilingual evaluation understudy (BLEU). Bilingual Evaluation Understudy measures how closely a generated translation matches one or more high-quality reference translations, making it well suited for evaluating the quality of multilingual summary translations.

Submitted by joshua94· Mar 30, 2026

Question

A company uses Amazon SageMaker AI to generate article summaries in multiple languages. The company needs a metric to evaluate the quality of the summary translations in multiple languages. Which evaluation metric will meet these requirements?

Options

  • ARecall-Oriented Understudy for Gisting Evaluation (ROUGE)
  • BBilingual evaluation understudy (BLEU)
  • CArea Under the ROC Curve (AUC)
  • DPrecision

Explanation

Bilingual Evaluation Understudy measures how closely a generated translation matches one or more high-quality reference translations, making it well suited for evaluating the quality of multilingual summary translations.

Topics

#BLEU metric#Machine Translation evaluation#NLP evaluation#AI model evaluation

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