Wikify! Linking Documents to Encyclopedic Knowledge

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This paper introduces the use of Wikipedia as a resource for automatic keyword extraction and word sense disambiguation, and shows how this online encyclopedia can be used to achieve state-of-the-art results on both these tasks.

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9 p.

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Mihalcea, Rada, 1974- & Csomai, Andras November 2007.

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This paper is part of the collection entitled: UNT Scholarly Works and was provided by UNT College of Engineering to Digital Library, a digital repository hosted by the UNT Libraries. It has been viewed 3256 times , with 34 in the last month . More information about this paper can be viewed below.

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UNT College of Engineering

The UNT College of Engineering promotes intellectual and scholarly pursuits in the areas of computer science and engineering, preparing innovative leaders in a variety of disciplines. The UNT College of Engineering encourages faculty and students to pursue interdisciplinary research among numerous subjects of study including databases, numerical analysis, game programming, and computer systems architecture.

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This paper introduces the use of Wikipedia as a resource for automatic keyword extraction and word sense disambiguation, and shows how this online encyclopedia can be used to achieve state-of-the-art results on both these tasks.

Physical Description

9 p.

Notes

Abstract: This paper introduces the use of Wikipedia as a resource for automatic keyword extraction and word sense disambiguation, and shows how this online encyclopedia can be used to achieve state-of-the-art results on both these tasks. The paper also shows how the two methods can be combined into a system able to automatically enrich a text with links to encyclopedic knowledge. Given an input document, the system identifies the important concepts in the text and automatically links these concepts to the corresponding Wikipedia pages. Evaluations of the system show that the automatic annotations are reliable and hardly distinguishable from manual annotations.

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  • Association for Computing Machinery (ACM) Conference on Information and Knowledge Management (CIKM), 2007, Lisbon, Portugal

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UNT Scholarly Works

Materials from the UNT community's research, creative, and scholarly activities and UNT's Open Access Repository. Access to some items in this collection may be restricted.

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  • November 2007

Added to The UNT Digital Library

  • Jan. 31, 2011, 2:01 p.m.

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  • April 28, 2014, 2:28 p.m.

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Mihalcea, Rada, 1974- & Csomai, Andras. Wikify! Linking Documents to Encyclopedic Knowledge, paper, November 2007; [New York, New York]. (digital.library.unt.edu/ark:/67531/metadc31001/: accessed July 26, 2017), University of North Texas Libraries, Digital Library, digital.library.unt.edu; crediting UNT College of Engineering.