Computer scienceData scienceNLPNLP metricsClassic NLP metrics

ROUGE

The ROUGE precision

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What is the meaning and the interpretation of precision in the context of ROUGE?

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A higher precision indicates that the model's prediction contains more relevant content

Precision shows how much of the reference the prediction is capturing

Precision is the fraction of the n-grams in the prediction that are also in the reference

Precision is the fraction of reference n-grams that also appear in the prediction

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