Using Encyclopedic Knowledge for Named Entity Disambiguation (2006)
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by
Razvan Bunescu
| Venue: | In EACL |
| Citations: | 121 - 1 self |
BibTeX
@INPROCEEDINGS{Bunescu06usingencyclopedic,
author = {Razvan Bunescu},
title = {Using Encyclopedic Knowledge for Named Entity Disambiguation},
booktitle = {In EACL},
year = {2006},
pages = {9--16}
}
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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.
Citations
| 2219 | Modern Information Retrieval - Baeza-Yates, Ribeiro-Neto - 1999 |
| 1323 | Making large-scale SVM learning practical - Joachims - 1999 |
| 227 | Improving text classification by shrinkage in a hierarchy of classes - McCallum, Rosenfeld, et al. - 1998 |
| 80 | On sense and reference - Frege |
| 44 | Cross-document coreference on a large scale corpus - Gooi, Allan - 2004 |
| 3 | semantic classification: Word sense disambiguation with world knowledge - Hierarchical |
