The CASIA phrase-based machine translation system

被引：0
|
作者：
Yang, ZD [1 ]
Chen, ZB [1 ]
Pang, W [1 ]
Wei, W [1 ]
Xu, B [1 ]
机构：
[1] Chinese Acad Sci, Inst Automat, Hitech Innovat Ctr, Beijing 100080, Peoples R China
来源：
PROCEEDINGS OF THE 2005 IEEE INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND KNOWLEDGE ENGINEERING (IEEE NLP-KE'05) | 2005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：
In this paper we propose a phrase-based translation system. In the system, we use phrase translation model instead of word-based model. An improved method to compute phrase translation probability is studied. A phrase-based decoder we developed employs a beam search algorithm, in which some target language words that have both high frequency of appearance and also fertility zero are introduced to make the result more reasonable. We improve the previously proposed tracing back algorithm to get the best path. Some experiments concerned are presented.
引用
收藏
页码：416 / 419
页数：4
相关论文
共 50 条
  • [1] Phrase-based statistical machine translation
    Zens, R
    Och, FJ
    Ney, H
    KI2002: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2002, 2479 : 18 - 32
  • [2] Translation paraphrases in phrase-based machine translation
    Guzman, Francisco
    Garrido, Leonardo
    COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, 2008, 4919 : 388 - 398
  • [3] A reordering model for phrase-based machine translation
    Nguyen, Vinh Van
    Nguyen, Thai Phuong
    Shimazu, Akira
    Nguyen, Minh Le
    ADVANCES IN NATURAL LANGUAGE PROCESSING, PROCEEDINGS, 2008, 5221 : 476 - +
  • [4] Phrase-Based & Neural Unsupervised Machine Translation
    Lample, Guillaume
    Ott, Myle
    Conneau, Alexis
    Denoyer, Ludovic
    Ranzato, Marc'Aurelio
    2018 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2018), 2018, : 5039 - 5049
  • [5] Improvements in phrase-based statistical machine translation
    Zens, R
    Ney, H
    HLT-NAACL 2004: HUMAN LANGUAGE TECHNOLOGY CONFERENCE OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE MAIN CONFERENCE, 2004, : 257 - 264
  • [6] Syntactic phrase-based statistical machine translation
    Hassan, Hany
    Heame, Mary
    Way, Andy
    Sima'an, Khalil
    2006 IEEE SPOKEN LANGUAGE TECHNOLOGY WORKSHOP, 2006, : 238 - +
  • [7] FACTORED PHRASE-BASED STATISTICAL MACHINE TRANSLATION
    Tufis, Dan
    Ceausu, Alexandru
    FROM SPEECH PROCESSING TO SPOKEN LANGUAGE TECHNOLOGY, 2009, : 115 - 124
  • [8] Phrase-Based Machine Translation based on Simulated Annealing
    Lavecchia, Caroline
    Langlois, David
    Smaili, Kamel
    SIXTH INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, LREC 2008, 2008, : 3123 - 3129
  • [9] Some improvements in phrase-based statistical machine translation
    Yang, Zhendong
    Pang, Wei
    Du, Jinhua
    Wei, Wei
    Xu, Bo
    CHINESE SPOKEN LANGUAGE PROCESSING, PROCEEDINGS, 2006, 4274 : 704 - +
  • [10] Phrase-based alignment models for statistical machine translation
    Tomás, J
    Lloret, J
    Casacuberta, F
    PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 2, PROCEEDINGS, 2005, 3523 : 605 - 613
12345