ai
ROUGE
Recall-Oriented Understudy for Gisting Evaluation
Definition
ROUGE is a set of automatic metrics for evaluating text summarization and translation quality by measuring n-gram overlap between generated text and human references. ROUGE-N measures n-gram recall, ROUGE-L measures the longest common subsequence, and ROUGE-S measures skip-bigram overlap.
Like BLEU, ROUGE correlates poorly with human judgment on abstractive generation tasks.
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