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    NAACL
    2007
    154views Computational Linguistics» more  NAACL 2007»
    Translation Model Pruning via Usage Statistics for Statistical Machine Translation
    13 years 6 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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    COLING
    2010
    131views Computational Linguistics» more  COLING 2010»
    Log-linear weight optimisation via Bayesian Adaptation in Statistical Machine Translation
    12 years 11 months ago
    Log-linear weight optimisation via Bayesian Adaptation in Statistical Machine Translation
    Download  www.aclweb.org
    We present an adaptation technique for statistical machine translation, which applies the well-known Bayesian learning paradigm for adapting the model parameters. Since state-of-t...
    Germán Sanchis-Trilles, Francisco Casacuber...
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    ACL
    2001
    152views Computational Linguistics» more  ACL 2001»
    Towards a Unified Approach to Memory- and Statistical-Based Machine Translation
    13 years 6 months ago
    Towards a Unified Approach to Memory- and Statistical-Based Machine Translation
    Download  www.isi.edu
    We present a set of algorithms that enable us to translate natural language sentences by exploiting both a translation memory and a statistical-based translation model. Our result...
    Daniel Marcu
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    EACL
    2009
    ACL Anthology
    213views Natural Language Processing» more  EACL 2009»
    N-Gram-Based Statistical Machine Translation versus Syntax Augmented Machine Translation: Comparison and System Combination
    14 years 5 months ago
    N-Gram-Based Statistical Machine Translation versus Syntax Augmented Machine Translation: Comparison and System Combination
    Download  gps-tsc.upc.es
    In this paper we compare and contrast two approaches to Machine Translation (MT): the CMU-UKA Syntax Augmented Machine Translation system (SAMT) and UPC-TALP N-gram-based Statisti...
    José A. R. Fonollosa, Maxim Khalilov
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    ACL
    2003
    115views Computational Linguistics» more  ACL 2003»
    Feature-Rich Statistical Translation of Noun Phrases
    13 years 6 months ago
    Feature-Rich Statistical Translation of Noun Phrases
    Download  www.aclweb.org
    We define noun phrase translation as a subtask of machine translation. This enables us to build a dedicated noun phrase translation subsystem that improves over the currently bes...
    Philipp Koehn, Kevin Knight
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