abstract:ROUGE, or Recall-Oriented Understudy for Gisting Evaluation,Slides of talk by Chin-Yew Lin is a set of metrics and a software package used for evaluating automatic summarization and machine translation software in natural language processing. The metrics compare an automatically produced summary or translation against a reference or a set of references (human-produced) summary or translation.