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BLEU Score

[blu skɔr]
Natural Language Processing
Last updated: December 9, 2024

Definition

A metric for evaluating machine-translated text against reference translations.

Detailed Explanation

Bilingual Evaluation Understudy (BLEU) score measures the quality of machine translation by comparing it to human reference translations. It considers the overlap of n-grams between the candidate and reference translations, with penalties for length mismatches. Scores range from 0 to 1.

Use Cases

Essential in machine translation systems, language generation evaluation, and automated content creation assessment.

Related Terms