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ROUGE is used as an evaluation metric to assess the quality of summaries produced by large language models that incorporate knowledge graphs, as described in [1].

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A survey on augmenting knowledge graphs (KGs) with large ... link.springer.com Springer 1 fact
claimROUGE (Recall-Oriented Understudy for Gisting Evaluation) is a metric used to evaluate the quality of summaries generated by large language models integrated with knowledge graphs by comparing the overlap with reference summaries using precision, recall, and F1-score.