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    COLING
    2010
    164views Computational Linguistics» more  COLING 2010»
    An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation
    13 years 9 days ago
    An Efficient Shift-Reduce Decoding Algorithm for Phrased-Based Machine Translation
    Download  mtgroup.ict.ac.cn
    In statistical machine translation, decoding without any reordering constraint is an NP-hard problem. Inversion Transduction Grammars (ITGs) exploit linguistic structure and can w...
    Yang Feng, Haitao Mi, Yang Liu, Qun Liu
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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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    EMNLP
    2008
    89views Natural Language Processing» more  EMNLP 2008»
    Decomposability of Translation Metrics for Improved Evaluation and Efficient Algorithms
    13 years 6 months ago
    Decomposability of Translation Metrics for Improved Evaluation and Efficient Algorithms
    Download  www.comp.nus.edu.sg
    BLEU is the de facto standard for evaluation and development of statistical machine translation systems. We describe three real-world situations involving comparisons between diff...
    David Chiang, Steve DeNeefe, Yee Seng Chan, Hwee T...
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    ACL
    2008
    168views Computational Linguistics» more  ACL 2008»
    Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation
    13 years 6 months ago
    Distributed Word Clustering for Large Scale Class-Based Language Modeling in Machine Translation
    Download  www.aclweb.org
    In statistical language modeling, one technique to reduce the problematic effects of data sparsity is to partition the vocabulary into equivalence classes. In this paper we invest...
    Jakob Uszkoreit, Thorsten Brants
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    ACL
    2007
    100views Computational Linguistics» more  ACL 2007»
    Machine Translation by Triangulation: Making Effective Use of Multi-Parallel Corpora
    13 years 6 months ago
    Machine Translation by Triangulation: Making Effective Use of Multi-Parallel Corpora
    Download  homepages.inf.ed.ac.uk
    Current phrase-based SMT systems perform poorly when using small training sets. This is a consequence of unreliable translation estimates and low coverage over source and target p...
    Trevor Cohn, Mirella Lapata
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