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    ACL
    2001
    145views Computational Linguistics» more  ACL 2001»
    A Machine Learning Approach to the Automatic Evaluation of Machine Translation
    13 years 5 months ago
    A Machine Learning Approach to the Automatic Evaluation of Machine Translation
    Download  acl.ldc.upenn.edu
    We present a machine learning approach to evaluating the wellformedness of output of a machine translation system, using classifiers that learn to distinguish human reference tran...
    Simon Corston-Oliver, Michael Gamon, Chris Brocket...
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    ACL
    2007
    205views Computational Linguistics» more  ACL 2007»
    A Re-examination of Machine Learning Approaches for Sentence-Level MT Evaluation
    13 years 5 months ago
    A Re-examination of Machine Learning Approaches for Sentence-Level MT Evaluation
    Download  www.cs.pitt.edu
    Recent studies suggest that machine learning can be applied to develop good automatic evaluation metrics for machine translated sentences. This paper further analyzes aspects of l...
    Joshua Albrecht, Rebecca Hwa
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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 4 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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    NAACL
    2007
    150views Computational Linguistics» more  NAACL 2007»
    Generation by Inverting a Semantic Parser that Uses Statistical Machine Translation
    13 years 5 months ago
    Generation by Inverting a Semantic Parser that Uses Statistical Machine Translation
    Download  www.cs.utexas.edu
    This paper explores the use of statistical machine translation (SMT) methods for tactical natural language generation. We present results on using phrase-based SMT for learning to...
    Yuk Wah Wong, Raymond J. Mooney
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    ACL
    2009
    149views Computational Linguistics» more  ACL 2009»
    The Contribution of Linguistic Features to Automatic Machine Translation Evaluation
    13 years 2 months ago
    The Contribution of Linguistic Features to Automatic Machine Translation Evaluation
    Download  www.aclweb.org
    A number of approaches to Automatic MT Evaluation based on deep linguistic knowledge have been suggested. However, n-gram based metrics are still today the dominant approach. The ...
    Enrique Amigó, Jesús Giménez,...
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