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ROUGE: A Package for Automatic Evaluation of summaries

by: Chin-Yew Lin

In: Proc. ACL workshop on Text Summarization Branches Out (2004) , p. 10.

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URL:	http://research.microsoft.com/~cyl/download/papers/WAS2004.pdf

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.

BibTeX record

@inproceedings{Lin:2004,
  author = {Chin-Yew Lin},
  booktitle = {Proc. ACL workshop on Text Summarization Branches Out},
  interHash = {21c182e3172dd7e2be8d7aa530cb435d},
  intraHash = {76f93e2113ded678a5b0e2afce098269},
  pages = {10},
  title = {ROUGE: A Package for Automatic Evaluation of summaries},
  url = {http://research.microsoft.com/~cyl/download/papers/WAS2004.pdf},
  year = {2004},
  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.}
}

BibSonomy :: BibTeX ::

ROUGE: A Package for Automatic Evaluation of summaries

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