Generation of word graphs in statistical machine translation

被引：0
|
作者：
Ueffing, N [1 ]
Och, FJ [1 ]
Ney, H [1 ]
机构：
[1] Rhein Westfal TH Aachen, Dept Comp Sci, Lehrstuhl Informat 6, D-52056 Aachen, Germany
来源：
PROCEEDINGS OF THE 2002 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING | 2002年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Statistical machine translation systems usually compute the single sentence that has the highest probability according to the models that are trained on data. We describe a method for constructing a word graph to represent alternative hypotheses in an efficient way. The advantage is that these hypotheses can be rescored using a refined language or translation model. Results are presented on the German-English Verbmobil corpus.
引用
收藏
页码：156 / 163
页数：8
相关论文
共 50 条
  • [1] Incorporating Statistical Machine Translation Word Knowledge Into Neural Machine Translation
    Wang, Xing
    Tu, Zhaopeng
    Zhang, Min
    [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018, 26 (12) : 2255 - 2266
  • [2] A Novel Word Reordering Method for Statistical Machine Translation
    Zang, Shuo
    Zhao, Hai
    Wu, Chunyang
    Wang, Rui
    [J]. 2015 12TH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (FSKD), 2015, : 843 - 848
  • [3] Measuring word alignment quality for statistical machine translation
    Fraser, Alexander
    Marcu, Daniel
    [J]. COMPUTATIONAL LINGUISTICS, 2007, 33 (03) : 293 - 303
  • [4] Better Addressing Word Deletion for Statistical Machine Translation
    Li, Qiang
    Zhang, Dongdong
    Li, Mu
    Xiao, Tong
    Zhu, Jingbo
    [J]. NATURAL LANGUAGE UNDERSTANDING AND INTELLIGENT APPLICATIONS (NLPCC 2016), 2016, 10102 : 91 - 102
  • [5] HMM word and phrase alignment for statistical machine translation
    Deng, Yonggang
    Byrne, William
    [J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2008, 16 (03): : 494 - 507
  • [6] Syntactic Pattern Based Word Alignment for Statistical Machine Translation
    Le, Quang-Hung
    Le, Anh-Cuong
    [J]. INTERNATIONAL JOURNAL OF KNOWLEDGE AND SYSTEMS SCIENCE, 2014, 5 (03) : 36 - 45
  • [7] Statistical machine translation decoding using target word reordering
    Tomás, J
    Casacuberta, F
    [J]. STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, PROCEEDINGS, 2004, 3138 : 734 - 743
  • [8] Statistical System of Word Re-ordering in Machine Translation
    Costa-Jussa, Marta R.
    Fonollosa, Jose A. R.
    [J]. PROCESAMIENTO DEL LENGUAJE NATURAL, 2006, (37): : 249 - 255
  • [9] Improving Word Alignment for Statistical Machine Translation based on Constraints
    Le Quang Hung
    Le Anh Cuong
    [J]. 2012 INTERNATIONAL CONFERENCE ON ASIAN LANGUAGE PROCESSING (IALP 2012), 2012, : 113 - 116
  • [10] WORD REORDERING ALIGNMENT FOR COMBINATION OF STATISTICAL MACHINE TRANSLATION SYSTEMS
    Li, Maoxi
    Zong, Chengqing
    [J]. 2008 6TH INTERNATIONAL SYMPOSIUM ON CHINESE SPOKEN LANGUAGE PROCESSING, PROCEEDINGS, 2008, : 273 - 276
12345