• DocumentCode
    1146580
  • Title

    Machine and human performance for single and multidocument summarization

  • Author

    Schlesinger, Judith D. ; Conroy, John M. ; Okurowski, Mary Ellen ; Leary, Dianne P O

  • Author_Institution
    IDA/Center for Comput. Sci., Bowie, MD, USA
  • Volume
    18
  • Issue
    1
  • fYear
    2003
  • Firstpage
    46
  • Lastpage
    54
  • Abstract
    The DUC 2002 evaluation revealed numerous language-processing challenges that impact text summarization. The authors examine the techniques used in a multidocument summarization system they developed and its performance at DUC 2002. They also discuss the need for regularization of human summaries.
  • Keywords
    abstracting; natural languages; software performance evaluation; text analysis; DUC 2002 evaluation; abstracting; human summary regularization; multidocument summarization; natural language processing; performance evaluation; single document summarization; text summarization; Abstracts; Biographies; Documentation; Guidelines; Hidden Markov models; Humans; Information analysis; NIST; Performance analysis; System performance;
  • fLanguage
    English
  • Journal_Title
    Intelligent Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1541-1672
  • Type

    jour

  • DOI
    10.1109/MIS.2003.1179193
  • Filename
    1179193
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1146580