A Logic Programming Framework for Semantic Interpretation with WordNet and PageRank

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This paper discusses a logic programming framework for semantic interpretation with WordNet and PageRank.

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14 p.

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Tarau, Paul; Mihalcea, Rada, 1974- & Figa, Elizabeth September 2004.

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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 210 times , with 6 in the last month . More information about this paper can be viewed below.

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This paper discusses a logic programming framework for semantic interpretation with WordNet and PageRank.

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14 p.

Notes

Abstract: This paper describes applications of Logic Programming to Natural Language processing in combination with graph-algorithms and statistical methods. Google's PageRank and similar fast-converging recursive graph algorithms have provided practical means to statistically rank vertices of large graphs like the World Wide Web. By combining a fast Java-based PageRank implementation with a Prolog base inferential layer, running on top of an optimized WordNet graph, the authors describe applications to word sense disambiguation and evaluate their accuracy in comparison with human annotated corpus data.

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  • Fourth Colloquium on Implementation of Constraint and Logic Programming Systems (CICLOPS), 2004, Saint-Malo, France

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UNT Scholarly Works

The Scholarly Works Collection is home to materials from the University of North Texas community's research, creative, and scholarly activities and serves as UNT's Open Access Repository. It brings together articles, papers, artwork, music, research data, reports, presentations, and other scholarly and creative products representing the expertise in our university community. Access to some items in this collection may be restricted.

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  • September 2004

Added to The UNT Digital Library

  • Jan. 31, 2011, 2:01 p.m.

Description Last Updated

  • March 27, 2014, 12:18 p.m.

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Tarau, Paul; Mihalcea, Rada, 1974- & Figa, Elizabeth. A Logic Programming Framework for Semantic Interpretation with WordNet and PageRank, paper, September 2004; (digital.library.unt.edu/ark:/67531/metadc30952/: accessed May 23, 2017), University of North Texas Libraries, Digital Library, digital.library.unt.edu; crediting UNT College of Engineering.