Automatic keyphrase extraction from scientific articles.

This paper describes the organization and results of the automatic keyphrase extraction task held at the Workshop on Semantic Evaluation 2010 (SemEval-2010). The keyphrase extraction task was specifically geared towards scientific articles. Systems were automatically evaluated by matching their extr...

Descripción completa

Detalles Bibliográficos
Publicado en:Language Resources & Evaluation Vol. 47; no. 3; pp. 723 - 743
Autores principales: Kim, Su, Medelyan, Olena, Kan, Min-Yen, Baldwin, Timothy
Formato: Artículo
Publicado: Springer Nature Sep2013
Materias:
Acceso en línea:Ver este registro en EBSCOhost
fields @attributes:
  recordID: 1
pdfLink:
plink: https://search.ebscohost.com/login.aspx?direct=true&db=hlh&AN=90015533&site=ehost-live
header:
  @attributes:
    shortDbName: hlh
    uiTerm: 90015533
    longDbName: Humanities International Complete
    uiTag: AN
  controlInfo:
    bkinfo:
    jinfo:
      jid:
        1574020X
        179V
      jtl: Language Resources & Evaluation
      issn: 1574020X
      maglogo: N
    pubinfo:
      dt: Sep2013
      vid: 47
      iid: 3
      pid: 237
      pub: Springer Nature
    artinfo:
      ui:
        90015533
        10.1007/s10579-012-9210-3
      ppf: 723
      ppct: 20
      formats:
        fmt:
          @attributes:
            type: P
            size: 274KB
      tig:
        atl: Automatic keyphrase extraction from scientific articles.
      aug:
        au:
          Kim, Su
          Medelyan, Olena
          Kan, Min-Yen
          Baldwin, Timothy
        affil:
          Department of Computing and Information Systems, The University of Melbourne, Melbourne Australia
          Pingar, Auckland New Zealand
          School of Computing, National University of Singapore, Singapore Singapore
      su:
        Automation
        Extraction (Linguistics)
        Semantics
        Works councils
        Documentation
        Information resources
      sug:
        subj:
          Automation
          Extraction (Linguistics)
          Semantics
          Works councils
          Documentation
          Information resources
      keyword:
        Keyphrase extraction
        Scientific document processing
        SemEval-2010
        Shared task
      ab: This paper describes the organization and results of the automatic keyphrase extraction task held at the Workshop on Semantic Evaluation 2010 (SemEval-2010). The keyphrase extraction task was specifically geared towards scientific articles. Systems were automatically evaluated by matching their extracted keyphrases against those assigned by the authors as well as the readers to the same documents. We outline the task, present the overall ranking of the submitted systems, and discuss the improvements to the state-of-the-art in keyphrase extraction.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
    refInfo:
    copyright:
      @attributes:
        flag: Y
      custom: Language Resources & Evaluation is a copyright of Springer, 2013. All Rights Reserved.
      item: Language Resources & Evaluation
      holder: Springer Nature
      dt:
        @attributes:
          year: 2013
    holdings:
      @attributes:
        islocal: N