An Extensive Empirical Study of automated evaluation of multi-document summarization

摘要：

This paper discusses an approach to automated evaluation of multi-document summarization by computing the similarities of automated summaries and human summaries and scoring the automated summaries by their similarities to the human ones.Several schemes are used in our experiment,as well as the effects of stop words and stemming.Our method experimental result is compared to Rouge which is based on n-gram.The test materials for experiments are from DUC 2005 corpus.The results show that our novel scheme produces acceptable results,and may avoid some defects of n-gram.

作者: Ying-Qiang Wu Gang-Zhou Li-Qing Qiu

作者单位: State Key Lab.of Software Development Environment,Beihang University,100191;National Digital Switching System Engineering & Technological Research Center,450002

会议类型: 国际会议

会议名称: 第一届智能网络与智能系统国际会议(ICINIS 2008)(The First International Conference on Intelligent Networks and Intelligent Systems)

会议地点: 武汉

会议语种:英文

在线出版日期: 2008-11-01（万方平台首次上网日期，不代表论文的发表时间）