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    LREC
    2008
    128views Education» more  LREC 2008»
    Automatic Evaluation Measures for Statistical Machine Translation System Optimization
    13 years 6 months ago
    Automatic Evaluation Measures for Statistical Machine Translation System Optimization
    Download  www.lrec-conf.org
    Evaluation of machine translation (MT) output is a challenging task. In most cases, there is no single correct translation. In the extreme case, two translations of the same input...
    Arne Mauser, Sasa Hasan, Hermann Ney
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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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    LREC
    2008
    159views Education» more  LREC 2008»
    Evaluation of Context-Dependent Phrasal Translation Lexicons for Statistical Machine Translation
    13 years 6 months ago
    Evaluation of Context-Dependent Phrasal Translation Lexicons for Statistical Machine Translation
    Download  www.lrec-conf.org
    We present new direct data analysis showing that dynamically-built context-dependent phrasal translation lexicons are more useful resources for phrase-based statistical machine tr...
    Marine Carpuat, Dekai Wu
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    EMNLP
    2008
    160views Natural Language Processing» more  EMNLP 2008»
    Lattice-based Minimum Error Rate Training for Statistical Machine Translation
    13 years 6 months ago
    Lattice-based Minimum Error Rate Training for Statistical Machine Translation
    Download  aclweb.org
    Minimum Error Rate Training (MERT) is an effective means to estimate the feature function weights of a linear model such that an automated evaluation criterion for measuring syste...
    Wolfgang Macherey, Franz Josef Och, Ignacio Thayer...
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    ACL
    2004
    121views Computational Linguistics» more  ACL 2004»
    Extending the BLEU MT Evaluation Method with Frequency Weightings
    13 years 6 months ago
    Extending the BLEU MT Evaluation Method with Frequency Weightings
    Download  acl.ldc.upenn.edu
    We present the results of an experiment on extending the automatic method of Machine Translation evaluation BLUE with statistical weights for lexical items, such as tf.idf scores....
    Bogdan Babych, Tony Hartley
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