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ROUGE: A Package for Automatic Evaluation of summaries
by:In: Proc. ACL workshop on Text Summarization Branches Out
(2004)
, p. 10.
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Abstract
ROUGE stands for Recall-Oriented Understudy for Gisting Evaluation. It includes measures to automatically determine the quality of a summary by comparing it to other ideal summaries created by humans. The measures count the number of overlapping units such as n-gram, word sequences, and word pairs between the computer-generated summary to be evaluated and the ideal summaries created by humans. This paper introduces four different ROUGE measures: ROUGE-N, ROUGE-L, ROUGE-W, and ROUGE-S included in the ROUGE summarization evaluation package and their evaluations. Three of them have been used in the Document Understanding Conference DUC 2004, a large-scale sum- marization evaluation sponsored by NIST.
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