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2009 WRI World Congress on Computer Science and Information Engineering
CRFs-Based Chinese Named Entity Recognition with Improved Tag Set
Los Angeles, California USA
March 31-April 02
ISBN: 978-0-7695-3507-4
ASCII Text
x 
 
Zeng Guanming, Zhang Chuang, Xiao Bo, Lin Zhiqing, "CRFs-Based Chinese Named Entity Recognition with Improved Tag Set," Computer Science and Information Engineering, World Congress on, vol. 5, pp. 519-522, 2009 WRI World Congress on Computer Science and Information Engineering, 2009.
 
 
BibTex
x
 
@article{ 10.1109/CSIE.2009.551,
author = {Zeng Guanming and Zhang Chuang and Xiao Bo and Lin Zhiqing},
title = {CRFs-Based Chinese Named Entity Recognition with Improved Tag Set},
journal ={Computer Science and Information Engineering, World Congress on},
volume = {5},
year = {2009},
isbn = {978-0-7695-3507-4},
pages = {519-522},
doi = {http://doi.ieeecomputersociety.org/10.1109/CSIE.2009.551},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Computer Science and Information Engineering, World Congress on
TI - CRFs-Based Chinese Named Entity Recognition with Improved Tag Set
SN - 978-0-7695-3507-4
SP519
EP522
A1 - Zeng Guanming,
A1 - Zhang Chuang,
A1 - Xiao Bo,
A1 - Lin Zhiqing,
PY - 2009
KW - CRFs
KW - tag set
VL - 5
JA - Computer Science and Information Engineering, World Congress on
ER -
 
Chinese Named entity recognition is one of the most important tasks in NLP. The paper mainly describes our work on NER tasks. The paper built up a system under the framework of Conditional Random Fields (CRFs) model. With an improved tag set the system gets an F-value of 93.49 using SIGHAN2007 MSRA corpus.
Index Terms:
CRFs, tag set
Citation:
Zeng Guanming, Zhang Chuang, Xiao Bo, Lin Zhiqing, "CRFs-Based Chinese Named Entity Recognition with Improved Tag Set," csie, vol. 5, pp.519-522, 2009 WRI World Congress on Computer Science and Information Engineering, 2009
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