Naxi-English Bilingual Word Alignment Based on Language Characteristics and Log-Linear Model

作     者：Yu Zhengtao Xian Yantuan Tian Wei Guo Jianyi Zhang Tao 

作者机构：Kunming Univ Sci & Technol Sch Informat Engn & Automat Kunming 650550 Peoples R China 

出 版 物：《China Communications》 (中国通信（英文版）)

年 卷 期：2012年第9卷第3期

页      面：78-86页

核心收录：

学科分类：02[经济学] 0808[工学-电气工程] 0809[工学-电子科学与技术（可授工学、理学学位）] 07[理学] 08[工学] 070103[理学-概率论与数理统计] 0810[工学-信息与通信工程] 0202[经济学-应用经济学] 020208[经济学-统计学] 0839[工学-网络空间安全] 081203[工学-计算机应用技术] 0835[工学-软件工程] 0714[理学-统计学（可授理学、经济学学位）] 0701[理学-数学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

基　　金：supported by the National Nature Science Foundation of China under Grants No.60863011,No.61175068,No.61100205,No.60873001 the Fundamental Research Funds for the Central Universities under Grant No.2009RC0212 the National Innovation Fund for Technology-based Firms under Grant No.11C26215305905 the Open Fund of Software Engineering Key Laboratory of Yunnan Province under Grant No.2011SE14 

主　　题：word aligrmaent Naxi language English log-linear model interval switching function posi-tion transformation function 

摘      要：We propose a method that can achieve the Naxi-English bilingual word automatic alignment based on a log-linear *** method defines the different Naxi-English structural feature functions,which are English-Naxi interval switching function and Naxi-English bilingual word position transformation *** the manually labeled Naxi-English words alignment corpus,the parameters of the model are trained by using the minimum error,thus Naxi-English bilingual word alignment is achieved *** are conducted with IBM Model 3 as a benchmark,and the Naxi language constraints are *** final experiment results show that the proposed alignment method achieves very good results:the introduction of the language characteristic function can effectively improve the accuracy of the Naxi-English Bilingual Word Alignment.