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AI GLOSSARY

ROUGE Score

ROUGEEvaluation & Performance

A family of metrics for evaluating automatically generated summaries and translations by measuring word and phrase overlap against human-written reference texts. ROUGE is widely used and easy to compute, but high overlap doesn't guarantee quality — a summary can score well by reproducing common phrases while missing the actual point of the source.
See also: BLEU score.