A Generalized Method for Word Sense Disambiguation based on Wikipedia
Authors | Chenliang Li Aixin Sun Anwitaman Datta |
|---|---|
Publication date | 2011 |
DOI | 10.1007/978-3-642-20161-5_65 |
Links | Original |
A Generalized Method for Word Sense Disambiguation based on Wikipedia - scientific work related to Wikipedia quality published in 2011, written by Chenliang Li, Aixin Sun and Anwitaman Datta.
Overview
In this paper authors propose a general framework for word sense disambiguation using knowledge latent in Wikipedia. Specifically, authors exploit the rich and growing Wikipedia corpus in order to achieve a large and robust knowledge repository consisting of keyphrases and their associated candidate topics. Keyphrases are mainly derived from Wikipedia article titles and anchor texts associated with wikilinks. The disambiguation of a given keyphrase is based on both the commonness of a candidate topic and the context-dependent relatedness where unnecessary (and potentially noisy) context information is pruned. With extensive experimental evaluations using different relatedness measures, authors show that the proposed technique achieved comparable disambiguation accuracies with respect to state-of-the-art techniques, while incurring orders of magnitude less computation cost.
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Wikipedia Quality
Li, Chenliang; Sun, Aixin; Datta, Anwitaman. (2011). "[[A Generalized Method for Word Sense Disambiguation based on Wikipedia]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-20161-5_65.
English Wikipedia
{{cite journal |last1=Li |first1=Chenliang |last2=Sun |first2=Aixin |last3=Datta |first3=Anwitaman |title=A Generalized Method for Word Sense Disambiguation based on Wikipedia |date=2011 |doi=10.1007/978-3-642-20161-5_65 |url=https://wikipediaquality.com/wiki/A_Generalized_Method_for_Word_Sense_Disambiguation_based_on_Wikipedia |journal=Springer, Berlin, Heidelberg}}
HTML
Li, Chenliang; Sun, Aixin; Datta, Anwitaman. (2011). "<a href="https://wikipediaquality.com/wiki/A_Generalized_Method_for_Word_Sense_Disambiguation_based_on_Wikipedia">A Generalized Method for Word Sense Disambiguation based on Wikipedia</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-20161-5_65.
