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EMNLP
2009
13 years 5 months ago
Automatically Evaluating Content Selection in Summarization without Human Models
We present a fully automatic method for content selection evaluation in summarization that does not require the creation of human model summaries. Our work capitalizes on the assu...
Annie Louis, Ani Nenkova
SIGIR
1999
ACM
13 years 12 months ago
Summarizing Text Documents: Sentence Selection and Evaluation Metrics
Human-quality text summarization systems are di cult to design, and even more di cult to evaluate, in part because documents can di er along several dimensions, such as length, wri...
Jade Goldstein, Mark Kantrowitz, Vibhu O. Mittal, ...
ICDM
2009
IEEE
105views Data Mining» more  ICDM 2009»
14 years 2 months ago
Multi-document Summarization by Information Distance
—We are now living in a world where information is growing and updating quickly. Knowledge can be acquired more efficiently with the help of automatic document summarization and...
Chong Long, Minlie Huang, Xiaoyan Zhu, Ming Li
CIKM
2006
Springer
13 years 11 months ago
Concept frequency distribution in biomedical text summarization
Text summarization is a data reduction process. The use of text summarization enables users to reduce the amount of text that must be read while still assimilating the core inform...
Lawrence H. Reeve, Hyoil Han, Saya V. Nagori, Jona...
COLING
2002
13 years 7 months ago
Generating Indicative-Informative Summaries with SumUM
tion. Our method was developed through the study of a corpus of abstracts written ssional abstractors. Relying on human judgment, we have evaluated indicativeness, informativeness,...
Horacio Saggion, Guy Lapalme