Exploring Wikipedia and Text Features for Named Entity Disambiguation
Authors | Hien T. Nguyen Tru H. Cao |
|---|---|
Publication date | 2010 |
DOI | 10.1007/978-3-642-12101-2_2 |
Links | Original |
Exploring Wikipedia and Text Features for Named Entity Disambiguation - scientific work related to Wikipedia quality published in 2010, written by Hien T. Nguyen and Tru H. Cao.
Overview
Precisely identifying entities is essential for semantic annotation. This paper addresses the problem of named entity disambiguation that aims at mapping entity mentions in a text onto the right entities in Wikipedia. The aim of this paper is to explore and evaluate various combinations of features extracted from Wikipedia and texts for the disambiguation task, based on a statistical ranking model of candidate entities. Through experiments, authors show which combinations of features are the best choices for disambiguation.
Embed
Wikipedia Quality
Nguyen, Hien T.; Cao, Tru H.. (2010). "[[Exploring Wikipedia and Text Features for Named Entity Disambiguation]]". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-12101-2_2.
English Wikipedia
{{cite journal |last1=Nguyen |first1=Hien T. |last2=Cao |first2=Tru H. |title=Exploring Wikipedia and Text Features for Named Entity Disambiguation |date=2010 |doi=10.1007/978-3-642-12101-2_2 |url=https://wikipediaquality.com/wiki/Exploring_Wikipedia_and_Text_Features_for_Named_Entity_Disambiguation |journal=Springer, Berlin, Heidelberg}}
HTML
Nguyen, Hien T.; Cao, Tru H.. (2010). "<a href="https://wikipediaquality.com/wiki/Exploring_Wikipedia_and_Text_Features_for_Named_Entity_Disambiguation">Exploring Wikipedia and Text Features for Named Entity Disambiguation</a>". Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-12101-2_2.
