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    » Improvements in Phrase-Based Statistical Machine Translation
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    CICLING
    2008
    Springer
    172views Natural Language Processing» more  CICLING 2008»
    Dynamic Translation Memory: Using Statistical Machine Translation to Improve Translation Memory Fuzzy Matches
    14 years 11 months ago
    Dynamic Translation Memory: Using Statistical Machine Translation to Improve Translation Memory Fuzzy Matches
    Download  www.xrce.xerox.com
    Abstract. Professional translators of technical documents often use Translation Memory (TM) systems in order to capitalize on the repetitions frequently observed in these documents...
    Ergun Biçici, Marc Dymetman
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    NAACL
    2007
    154views Computational Linguistics» more  NAACL 2007»
    Translation Model Pruning via Usage Statistics for Statistical Machine Translation
    14 years 11 months ago
    Translation Model Pruning via Usage Statistics for Statistical Machine Translation
    Download  acl.ldc.upenn.edu
    We describe a new pruning approach to remove phrase pairs from translation models of statistical machine translation systems. The approach applies the original translation system ...
    Matthias Eck, Stephan Vogel, Alex Waibel
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    ACL
    2012
    180views Computational Linguistics» more  ACL 2012»
    Improving the IBM Alignment Models Using Variational Bayes
    12 years 12 months ago
    Improving the IBM Alignment Models Using Variational Bayes
    Download  www.cs.rochester.edu
    Bayesian approaches have been shown to reduce the amount of overfitting that occurs when running the EM algorithm, by placing prior probabilities on the model parameters. We appl...
    Darcey Riley, Daniel Gildea
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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 12 months 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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    ACL
    2012
    194views Computational Linguistics» more  ACL 2012»
    Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation
    12 years 12 months ago
    Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation
    Download  www-i6.informatik.rwth-aachen.de
    In this work we present two extensions to the well-known dynamic programming beam search in phrase-based statistical machine translation (SMT), aiming at increased efficiency of ...
    Joern Wuebker, Hermann Ney, Richard Zens
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