Using Encyclopedic Knowledge for Named Entity Disambiguation

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Using Encyclopedic Knowledge for Named Entity Disambiguation (2006)

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by Razvan Bunescu

Venue:	In EACL
Citations:	236 - 2 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.

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