Learning to link with Wikipedia

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Revision as of 20:46, January 28, 2012 by Emijrp (Talk | contribs) ({{Infobox Publication |type=unknown |title=Learning to link with Wikipedia |authors=David Milne, Ian H. Witten |publishedin= |year=2008 |keywords= |doi=10.1145/1458082.1458150 |citeulike=3849424 |language=English |pages=509-518 |remotemirror=http:...)

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Learning to link with Wikipedia is a publication written in English by David Milne, Ian H. Witten.

[edit] Abstract

This paper describes how to automatically cross-reference documents with Wikipedia: the largest knowledge base ever known. It explains how machine learning can be used to identify significant terms within unstructured text, and enrich it with links to the appropriate Wikipedia articles. The resulting link detector and disambiguator performs very well, with recall and precision of almost 75%. This performance is constant whether the system is evaluated on Wikipedia articles or "real world" documents.

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