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    EMNLP
    2007
    158views Natural Language Processing» more  EMNLP 2007»
    Large Language Models in Machine Translation
    14 years 11 months ago
    Large Language Models in Machine Translation
    Download  acl.ldc.upenn.edu
    This paper reports on the benefits of largescale statistical language modeling in machine translation. A distributed infrastructure is proposed which we use to train on up to 2 t...
    Thorsten Brants, Ashok C. Popat, Peng Xu, Franz Jo...
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    ACL
    2007
    139views Computational Linguistics» more  ACL 2007»
    Statistical Machine Translation for Query Expansion in Answer Retrieval
    14 years 11 months ago
    Statistical Machine Translation for Query Expansion in Answer Retrieval
    Download  www.stefanriezler.com
    We present an approach to query expansion in answer retrieval that uses Statistical Machine Translation (SMT) techniques to bridge the lexical gap between questions and answers. S...
    Stefan Riezler, Alexander Vasserman, Ioannis Tsoch...
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    ACL
    2009
    160views Computational Linguistics» more  ACL 2009»
    Active Learning for Multilingual Statistical Machine Translation
    14 years 7 months ago
    Active Learning for Multilingual Statistical Machine Translation
    Download  aclweb.org
    Statistical machine translation (SMT) models require bilingual corpora for training, and these corpora are often multilingual with parallel text in multiple languages simultaneous...
    Gholamreza Haffari, Anoop Sarkar
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    COLING
    2008
    163views Computational Linguistics» more  COLING 2008»
    Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation
    14 years 11 months ago
    Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation
    Download  research.microsoft.com
    Words in Chinese text are not naturally separated by delimiters, which poses a challenge to standard machine translation (MT) systems. In MT, the widely used approach is to apply ...
    Jia Xu, Jianfeng Gao, Kristina Toutanova, Hermann ...
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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
    13 years 1 days ago
    Combining Word-Level and Character-Level Models for Machine Translation Between Closely-Related Languages
    Download  aclweb.org
    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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