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An approach to automatic acquisition of translation templates based on phrase structure extraction and alignment
Hu, Rile; Zong, Chengqing; Xu, Bo
Source PublicationIEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING
2006-09-01
Volume14Issue:5Pages:1656-1663
SubtypeArticle
AbstractIn this paper, we propose a new approach for automatically acquiring translation templates from unannotated bilingual spoken language corpora. Two basic algorithms are adopted: a grammar induction algorithm, and an alignment algorithm using bracketing transduction grammar. The approach is unsupervised, statistical, and data-driven, and employs no parsing procedure. The acquisition procedure consists of two steps. First, semantic groups and phrase structure groups are extracted from both the source language and the target language. Second, an alignment algorithm based on bracketing transduction grammar aligns the phrase structure groups. The aligned phrase structure groups are post-processed, yielding, translation templates. Preliminary experimental results show that the algorithm is effective.
KeywordBilingual Grammar Induction Machine Translation Structure Alignment Translation Template Acquisition
WOS HeadingsScience & Technology ; Technology
WOS KeywordEXAMPLES
Indexed BySCI
Language英语
WOS Research AreaAcoustics ; Engineering
WOS SubjectAcoustics ; Engineering, Electrical & Electronic
WOS IDWOS:000240045200017
Citation statistics
Cited Times:3[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9303
Collection09年以前成果
AffiliationChinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China
Recommended Citation
GB/T 7714
Hu, Rile,Zong, Chengqing,Xu, Bo. An approach to automatic acquisition of translation templates based on phrase structure extraction and alignment[J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING,2006,14(5):1656-1663.
APA Hu, Rile,Zong, Chengqing,&Xu, Bo.(2006).An approach to automatic acquisition of translation templates based on phrase structure extraction and alignment.IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING,14(5),1656-1663.
MLA Hu, Rile,et al."An approach to automatic acquisition of translation templates based on phrase structure extraction and alignment".IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING 14.5(2006):1656-1663.
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