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联合式多引擎维汉机器翻译系统
Alternative Titlejoint multiple engines uyghur-chinese machine translation system
宿建军; 张小燕; 吐尔洪·吾司曼; 李晓
2011
Source Publication计算机工程
ISSN1000-3428
Volume37Issue:16Pages:179-181
Abstract

根据维吾尔语形态变化丰富的特殊性,搭建一个基于Factored的维汉机器翻译系统,将Factored系统和基于层次短语的Joshua翻译系统以及Moses中基于句法的翻译模型进行系统融合,构建混淆网络。提出一种词级和句子级联合融合的维汉机器翻译方法,利用一致性网络进行词级融合,并采用最小贝叶斯算法进行句子级融合。实验结果表明,联合式多引擎方法能提高1.72%个BLUE-SBP值。

Other Abstract

According to the agglutination of Uyghur,a factored-based Uyghur-Chinese translation system is constructed.A confusion network is explored which combines factored-based system,hierarchical phrase-based system Joshua and syntax model in Moses.A new translation method in Uyghur-Chinese translation combining word level and sentence level is proposed.It makes use of MBR to merge sentence level results.Experimental results show that the measure can improve BLUE-SBP by 1.72%.

Keyword机器翻译 Factored短语 多引擎 维汉 系统融合
Subject AreaComputer Science (Provided By Thomson Reuters)
Indexed ByCSCD
CSCD IDCSCD:4305998
Citation statistics
Cited Times:1[CSCD]   [CSCD Record]
Document Type期刊论文
Identifierhttp://ir.xjipc.cas.cn/handle/365002/1584
Collection多语种信息技术研究室
Affiliation中国科学院新疆理化技术研究所;中国科学院研究生院
Recommended Citation
GB/T 7714
宿建军,张小燕,吐尔洪·吾司曼,等. 联合式多引擎维汉机器翻译系统[J]. 计算机工程,2011,37(16):179-181.
APA 宿建军,张小燕,吐尔洪·吾司曼,&李晓.(2011).联合式多引擎维汉机器翻译系统.计算机工程,37(16),179-181.
MLA 宿建军,et al."联合式多引擎维汉机器翻译系统".计算机工程 37.16(2011):179-181.
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