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Patent relating to a method, system and apparatus for automatic keyword extraction.
Physical Description
34 p. : ill.
Notes
Abstract: The present invention provides a method and a system for automatic keyword extraction based on supervised or unsupervised machine learning techniques. Novel linguistically-motivated machine learning features are introduced, including discourse comprehension features based on construction integration theory, numeric features making use of syntactic part-of-speech patterns, and probabilistic features based on analysis of online encyclopedia annotations. The improved keyword extraction methods are combined with word sense disambiguation into a system for automatically generating annotations to enrich text with links to encyclopedic knowledge.
Prior Publication Data: US 2010/0145678 A1, June 10, 2010.
Related U.S. Application Data: Provisional application number 61/112,182, filed on November 6, 2008.
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Csomai, Andras & Mihalcea, Rada, 1974-.Method, System and Apparatus for Automatic Keyword Extraction,
patent,
January 1, 2013;
[Washington, D.C.].
(https://digital.library.unt.edu/ark:/67531/metadc306042/:
accessed June 17, 2025),
University of North Texas Libraries, UNT Digital Library, https://digital.library.unt.edu;
crediting UNT College of Engineering.