Amazon Web Services AWS Certified AI Practitioner Exam AIF-C01 Question # 80 Topic 9 Discussion
AIF-C01 Exam Topic 9 Question 80 Discussion:
Question #: 80
Topic #: 9
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?
A.
Recall-Oriented Understudy for Gisting Evaluation (ROUGE)
BLEU (Bilingual Evaluation Understudy) is the standard metric for evaluating machine translation quality across multiple languages.
ROUGE is for summarization quality (not translation).
AUC is for classification model performance.
Precision is a general metric but not specific for evaluating translations.
???? Reference:
AWS Documentation – Evaluation Metrics for NLP
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