Using Encyclopedic Knowledge for Named Entity Disambiguation
R. Bunescu, and M. Pasca. 11th Conference of the European Chapter of the Association for Computational Linguistics, page 9--16. Trento, Italy, (April 2006)
Abstract
We present a new method for detecting and disambiguating named entities in open domain text. A disambiguation SVM kernel is trained to exploit the high coverage and rich structure of the knowledge encoded in an online encyclopedia. The resulting model significantly outperforms a less informed baseline.
%0 Conference Paper
%1 Bunescu
%A Bunescu, Razvan
%A Pasca, Marius
%B 11th Conference of the European Chapter of the Association for Computational Linguistics
%C Trento, Italy
%D 2006
%K WW-MUST disambiguation named-entities wikipedia
%P 9--16
%T Using Encyclopedic Knowledge for Named Entity Disambiguation
%U http://www.cs.utexas.edu/~ml/publication/paper.cgi?paper=encyc-eacl-06.ps.gz
%X We present a new method for detecting and disambiguating named entities in open domain text. A disambiguation SVM kernel is trained to exploit the high coverage and rich structure of the knowledge encoded in an online encyclopedia. The resulting model significantly outperforms a less informed baseline.
@inproceedings{Bunescu,
abstract = {We present a new method for detecting and disambiguating named entities in open domain text. A disambiguation SVM kernel is trained to exploit the high coverage and rich structure of the knowledge encoded in an online encyclopedia. The resulting model significantly outperforms a less informed baseline.},
added-at = {2008-02-10T02:19:38.000+0100},
address = {Trento, Italy},
author = {Bunescu, Razvan and Pasca, Marius},
biburl = {https://www.bibsonomy.org/bibtex/274559566a01cf61893b45bf0cd5a6fa1/brightbyte},
booktitle = {11th Conference of the European Chapter of the Association for Computational Linguistics},
citeulike-article-id = {2160128},
description = {stuff from citeyoulike},
interhash = {f1e2bfaf83e0af0d90b42c8f70394fa4},
intrahash = {74559566a01cf61893b45bf0cd5a6fa1},
keywords = {WW-MUST disambiguation named-entities wikipedia},
month = {April},
pages = {9--16},
priority = {2},
timestamp = {2009-01-23T09:58:50.000+0100},
title = {Using Encyclopedic Knowledge for Named Entity Disambiguation},
url = {http://www.cs.utexas.edu/~ml/publication/paper.cgi?paper=encyc-eacl-06.ps.gz},
year = 2006
}