期刊文献+

基于trigger对的蒙古语语言模型的三种实现方法比较 被引量:1

A Comparative Study on Three Approaches to the Mongolian Language Model Based on Trigger Pairs
下载PDF
导出
摘要 基于trigger对的长距离蒙古语语言模型采用统计方法进行自然语言建模。该文简要介绍了基于trigger对的长距离蒙古语语言模型的三种实现方法,并在汉语-蒙古语机器翻译系统测试了这三种方法的性能。该文旨在通过对三种模型的比较研究,为基于trigger对的长距离蒙古语语言模型的具体应用提供参考和依据。 Long-distance Mongolian language model adopts the statistical method to establish the natural language models. This paper introduces three approaches to long-distance Mongolian language model based on trigger pairs and compares their performances with Chinese-Mongolian machine translation system. The analysis based on the experiment is also conducted in the paper. This comparative study on these models can be exploited for the use of longdistance Mongolian language model based on trigger pairs.
出处 《中文信息学报》 CSCD 北大核心 2009年第6期105-109,共5页 Journal of Chinese Information Processing
基金 内蒙古自然科学基金资助项目(200607010805)
关键词 人工智能 自然语言处理 trigger对 蒙古语 语言模型 artifical intelligence natural language processing trigger pair Mongolian language mode
  • 相关文献

参考文献9

二级参考文献48

共引文献41

同被引文献14

  • 1阿依克孜.卡德尔,开沙尔.卡德尔,吐尔根.依布拉音.面向自然语言信息处理的维吾尔语名词形态分析研究[J].中文信息学报,2006,20(3):43-48. 被引量:22
  • 2KOEHN P, OCH F J, MARCU D.Statistical phrase-based translation[C]//Proc of Conference of the North American Chapter of Association for Computational Linguistics.2003:48-54.
  • 3CHIANG D.Hierarchical phrase-based translation[J].Computatio-nal Linguistics,2007,33(2):201-228.
  • 4BRANTS T, POPAT A C, XU Peng, et al.Large language models inmachine translation[C]//Proc of Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning.2007:858-867.
  • 5LI Zhi-fei, WANG Zi-yuan, KHUDANPUR S, et al.Unsupervised discriminative language model training for machine translation using simulated confusion sets[C]//Proc of the 23rd International Confe-rence on Computational Linguistics.2010:656-664.
  • 6XIONG De-yi, ZHANG Min.Enhancing language models in statistical machine translation with backward n-grams and mutual information triggers[C]//Proc of Association for Computational Linguistics Conference.2011:1288-1297.
  • 7KIRCHHOFF K, YANG Mei.Improved language modeling for statistical machine translation[C]//Proc of the Association for Computational Linguistics Conference.2005:125-128.
  • 8SCHWENK H, KOEHN P.Large and diverse language models for statistical machine translation[C]//Proc of the 3rd International Joint Conference on Natural Language Processing.2008:661-666.
  • 9STOLCKE A.SRILM:an extensible language modeling toolkit[C]//Proc of the 7th International Conference on Spoken Language Processing.2002:901-904.
  • 10KOEHN P, HOANG H, BIRCH A, et al.Moses:open source toolkit for statistical machine translation[C]//Proc of the 45th Annual Meeting of the Association for Computational Linguistics(ACL) on Interactive Poster and Demonstration Session.Stroudsburg:Association for Computational Linguistics,2007:177-180.

引证文献1

二级引证文献4

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部