Using Encyclopedic Knowledge for Named Entity Disambiguation
R. Bunescu, and M. Pasca. Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL-06), Trento, Italy, page 9-16. (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-etal-2006
%A Bunescu, Razvan
%A Pasca, Marius
%B Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL-06), Trento, Italy
%D 2006
%K linguistics 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-etal-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.},
added-at = {2006-04-29T20:11:53.000+0200},
author = {Bunescu, Razvan and Pasca, Marius},
biburl = {https://www.bibsonomy.org/bibtex/2cc98e8aa7e3fb7d8addc0ec4fe45f7d2/nichtich},
booktitle = {Proceedings of the 11th Conference of the European Chapter of the Association for Computational Linguistics (EACL-06), Trento, Italy},
interhash = {f1e2bfaf83e0af0d90b42c8f70394fa4},
intrahash = {cc98e8aa7e3fb7d8addc0ec4fe45f7d2},
keywords = {linguistics named_entities wikipedia},
month = {April},
pages = {9-16},
timestamp = {2017-04-02T20:21:46.000+0200},
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
}