A Context Pattern Induction Method for Named Entity Extraction

@inproceedings{Talukdar2006ACP,
  title={A Context Pattern Induction Method for Named Entity Extraction},
  author={Partha Pratim Talukdar and Thorsten Brants and Mark Y. Liberman and Fernando Pereira},
  booktitle={CoNLL},
  year={2006}
}
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 from the seed lists decreased extractor accuracy. 
Highly Cited
This paper has 94 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 64 extracted citations

94 Citations

051015'08'11'14'17
Citations per Year
Semantic Scholar estimates that this publication has 94 citations based on the available data.

See our FAQ for additional information.

Similar Papers

Loading similar papers…