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    ACL
    2012
    197views Computational Linguistics» more  ACL 2012»
    Machine Translation without Words through Substring Alignment
    12 years 1 months ago
    Machine Translation without Words through Substring Alignment
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    In this paper, we demonstrate that accurate machine translation is possible without the concept of “words,” treating MT as a problem of transformation between character string...
    Graham Neubig, Taro Watanabe, Shinsuke Mori, Tatsu...
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    ACL
    2012
    192views Computational Linguistics» more  ACL 2012»
    Mixing Multiple Translation Models in Statistical Machine Translation
    12 years 1 months ago
    Mixing Multiple Translation Models in Statistical Machine Translation
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    Statistical machine translation is often faced with the problem of combining training data from many diverse sources into a single translation model which then has to translate se...
    Majid Razmara, George Foster, Baskaran Sankaran, A...
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    ACL
    2012
    227views Computational Linguistics» more  ACL 2012»
    Combining Word-Level and Character-Level Models for Machine Translation Between Closely-Related Languages
    12 years 1 months ago
    Combining Word-Level and Character-Level Models for Machine Translation Between Closely-Related Languages
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    We propose several techniques for improving statistical machine translation between closely-related languages with scarce resources. We use character-level translation trained on ...
    Preslav Nakov, Jörg Tiedemann
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    ACL
    2012
    184views Computational Linguistics» more  ACL 2012»
    Hierarchical Chunk-to-String Translation
    12 years 1 months ago
    Hierarchical Chunk-to-String Translation
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    We present a hierarchical chunk-to-string translation model, which can be seen as a compromise between the hierarchical phrasebased model and the tree-to-string model, to combine ...
    Yang Feng, Dongdong Zhang, Mu Li, Qun Liu
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    FLAIRS
    2011
    272views Artificial Intelligence» more  FLAIRS 2011»
    Given Bilingual Terminology in Statistical Machine Translation: MWE-Sensitve Word Alignment and Hierarchical Pitman-Yor Process-
    13 years 2 months ago
    Given Bilingual Terminology in Statistical Machine Translation: MWE-Sensitve Word Alignment and Hierarchical Pitman-Yor Process-
    Download  www.cngl.ie
    This paper considers a scenario when we are given almost perfect knowledge about bilingual terminology in terms of a test corpus in Statistical Machine Translation (SMT). When the...
    Tsuyoshi Okita, Andy Way
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    COLING
    2010
    128views Computational Linguistics» more  COLING 2010»
    Head-modifier Relation based Non-lexical Reordering Model for Phrase-Based Translation
    13 years 5 months ago
    Head-modifier Relation based Non-lexical Reordering Model for Phrase-Based Translation
    Download  acl.eldoc.ub.rug.nl
    Phrase-based statistical MT (SMT) is a milestone in MT. However, the translation model in the phrase based SMT is structure free which greatly limits its reordering capacity. To a...
    Shui Liu, Sheng Li, Tiejun Zhao, Min Zhang, Pengyu...
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    IALP
    2009
    203views Natural Language Processing» more  IALP 2009»
    Improved Reordering Rules for Hierarchical Phrase-Based Translation
    13 years 8 months ago
    Improved Reordering Rules for Hierarchical Phrase-Based Translation
    Download  mtgroup.ict.ac.cn
    Hierarchical phrase-based translation model has been proven to be a simple and powerful machine translation model. However, due to the computational complexity constraints, the ext...
    Shu Cai, Yajuan Lü, Qun Liu
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    EMNLP
    2009
    99views Natural Language Processing» more  EMNLP 2009»
    A Syntactified Direct Translation Model with Linear-time Decoding
    13 years 8 months ago
    A Syntactified Direct Translation Model with Linear-time Decoding
    Download  aclweb.org
    Recent syntactic extensions of statistical translation models work with a synchronous context-free or tree-substitution grammar extracted from an automatically parsed parallel cor...
    Hany Hassan, Khalil Sima'an, Andy Way
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    EMNLP
    2009
    147views Natural Language Processing» more  EMNLP 2009»
    Discriminative Corpus Weight Estimation for Machine Translation
    13 years 8 months ago
    Discriminative Corpus Weight Estimation for Machine Translation
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    Current statistical machine translation (SMT) systems are trained on sentencealigned and word-aligned parallel text collected from various sources. Translation model parameters ar...
    Spyros Matsoukas, Antti-Veikko I. Rosti, Bing Zhan...
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    EMNLP
    2009
    177views Natural Language Processing» more  EMNLP 2009»
    Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model
    13 years 8 months ago
    Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model
    Download  www.aclweb.org
    We present a new phrase-based conditional exponential family translation model for statistical machine translation. The model operates on a feature representation in which sentenc...
    Matti Kääriäinen
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