The Community for Technology Leaders
Green Image
Issue No. 01 - January/February (2003 vol. 18)
ISSN: 1541-1672
pp: 46-54
Judith D. Schlesinger , IDA/Center for Computing Sciences
John M. Conroy , IDA/Center for Computing Sciences
Dianne P. O?Leary , University of Maryland
Mary Ellen Okurowski , Department of Defense
ABSTRACT
<p>Automatic multidocument summarization holds great promise and commercial potential in the Information Age. The Document Understanding Conference II evaluation revealed several language processing challenges that impact text summarization. This article examines the techniques used in a summarization system the authors developed and their system's performance at DUC 2002. The authors also address the need for regularization of human summarization.</p>
INDEX TERMS
automatic summarization, hidden Markov models, summary evaluation, text summarization
CITATION
Judith D. Schlesinger, John M. Conroy, Dianne P. O?Leary, Mary Ellen Okurowski, "Machine and Human Performance for Single and Multidocument Summarization", IEEE Intelligent Systems, vol. 18, no. , pp. 46-54, January/February 2003, doi:10.1109/MIS.2003.1179193
90 ms
(Ver )