A Context Pattern Induction Method for Named Entity Extraction (2006)
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by
Partha Pratim Talukdar
,
Thorsten Brants
| Venue: | in Computational Natural Language Learning (CoNLL-X |
| Citations: | 10 - 1 self |
BibTeX
@INPROCEEDINGS{Talukdar06acontext,
author = {Partha Pratim Talukdar and Thorsten Brants},
title = {A Context Pattern Induction Method for Named Entity Extraction},
booktitle = {in Computational Natural Language Learning (CoNLL-X},
year = {2006}
}
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Abstract
We present a novel context pattern induction method for information extraction, specifically named entity extraction. Using this method, we extended several classes of seed entity lists into much larger high-precision lists. Using token membership in these extended lists as additional features, we improved the accuracy of a conditional random field-based named entity tagger. In contrast, features derived
