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Zesch, Torsten [Author]; Gurevych, Iryna [Author] ; LREC 2010, Seventh International Conference on Language Resources and Evaluation, May 17-23, 2010, Valletta, Malta [Contributor]

The More the Better? Assessing the Influence of Wikipedia's Growth on Semantic Relatedness Measures

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  • Media type: E-Article; Text; Electronic Conference Proceeding
  • Title: The More the Better? Assessing the Influence of Wikipedia's Growth on Semantic Relatedness Measures
  • Contributor: Zesch, Torsten [Author]; Gurevych, Iryna [Author]
  • imprint: University of Duisburg-Essen: DuEPublico2 (Duisburg Essen Publications online), 2010
  • Language: English
  • DOI: https://doi.org/10.17185/duepublico/72290
  • Keywords: Fakultät für Ingenieurwissenschaften » Informatik und Angewandte Kognitionswissenschaft » Informatik » Sprachtechnologie
  • Origination:
  • Footnote: Diese Datenquelle enthält auch Bestandsnachweise, die nicht zu einem Volltext führen.
  • Description: Wikipedia has been used as a knowledge source in many areas of natural language processing. As most studies only use a certain Wikipedia snapshot, the influence of Wikipedia’s massive growth on the results is largely unknown. For the first time, we perform an in-depth analysis of this influence using semantic relatedness as an example application that tests a wide range of Wikipedia’s properties. We find that the growth of Wikipedia has almost no effect on the correlation of semantic relatedness measures with human judgments, while the coverage steadily increases.
  • Access State: Open Access
  • Rights information: Attribution - Non Commercial - Share Alike (CC BY-NC-SA)