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Combining Lexical Context with Pseudo-alignment for Bilingual Lexicon Extraction from Comparable Corpora

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成果类型:
期刊论文、会议论文
作者:
Li, Bo*;Zhu, Qunyan;He, Tingting(何婷婷);Chen, Qianjun
通讯作者:
Li, Bo
作者机构:
[He, Tingting; Li, Bo; Chen, Qianjun; Zhu, Qunyan] Cent China Normal Univ, Hubei Univ, Sch Comp,Ctr Natl Language Tracing & Res Network, Natl Engn Res Ctr E Learning,Network Ctr, Wuhan 430079, Peoples R China.
通讯机构:
[Li, Bo] C
Cent China Normal Univ, Hubei Univ, Sch Comp,Ctr Natl Language Tracing & Res Network, Natl Engn Res Ctr E Learning,Network Ctr, Wuhan 430079, Peoples R China.
语种:
英文
关键词:
Extraction;Bilingual lexicon extractions;Comparable corpora;Context vector;Essential features;Language independents;Lexical contexts;Alignment
期刊:
Lecture Notes in Computer Science
ISSN:
0302-9743
年:
2014
卷:
8801
页码:
223-233
会议名称:
13th China National Conference on Chinese Computational Linguistics (CCL) / 2nd International Symposium on Natural Language Processing Based on Naturally Annotated Big Data (NLP-NABD)
会议论文集名称:
Lecture Notes in Computer Science
会议时间:
OCT 18-19, 2014
会议地点:
Cent China Normal Univ, Wuhan, PEOPLES R CHINA
会议主办单位:
Cent China Normal Univ
会议赞助商:
Chinese Informat Proc Soc China
主编:
Sun, M Liu, Y Zhao, J
出版地:
HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY
出版者:
SPRINGER-VERLAG BERLIN
ISBN:
978-3-319-12277-9; 978-3-319-12276-2
机构署名:
本校为第一且通讯机构
院系归属:
计算机学院
国家数字化学习工程技术研究中心
摘要:
Only a few studies have made use of alignment information in bilingual lexicon extraction from comparable corpora, in which comparable corpora are necessarily divided into 1-1 aligned document pairs. They have not been able to show extracted lexicons benefit from the embedding of alignment information. Moreover, strict 1-1 alignments do not exist broadly in comparable corpora. We develop in this paper a language-independent approach to lexicon extraction by combining the classic lexical context with pseudo-alignment information. Experiments on the English-French comparable corpus demonstrate t...

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