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    JMLR
    2012
    255views Programming Languages» more  JMLR 2012»
    Learning Low-order Models for Enforcing High-order Statistics
    11 years 10 months ago
    Learning Low-order Models for Enforcing High-order Statistics
    Download  jmlr.csail.mit.edu
    Models such as pairwise conditional random fields (CRFs) are extremely popular in computer vision and various other machine learning disciplines. However, they have limited expre...
    Patrick Pletscher, Pushmeet Kohli
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    EMNLP
    2008
    138views Natural Language Processing» more  EMNLP 2008»
    Language and Translation Model Adaptation using Comparable Corpora
    13 years 9 months ago
    Language and Translation Model Adaptation using Comparable Corpora
    Download  www.cs.umd.edu
    Traditionally, statistical machine translation systems have relied on parallel bi-lingual data to train a translation model. While bi-lingual parallel data are expensive to genera...
    Matthew G. Snover, Bonnie J. Dorr, Richard M. Schw...
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    ACL
    2008
    169views Computational Linguistics» more  ACL 2008»
    Recent Improvements in the CMU Large Scale Chinese-English SMT System
    13 years 9 months ago
    Recent Improvements in the CMU Large Scale Chinese-English SMT System
    Download  www.cs.cmu.edu
    In this paper we describe recent improvements to components and methods used in our statistical machine translation system for ChineseEnglish used in the January 2008 GALE evaluat...
    Almut Silja Hildebrand, Kay Rottmann, Mohamed Noam...
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    EMNLP
    2009
    147views Natural Language Processing» more  EMNLP 2009»
    Discriminative Corpus Weight Estimation for Machine Translation
    13 years 5 months ago
    Discriminative Corpus Weight Estimation for Machine Translation
    Download  aclweb.org
    Current statistical machine translation (SMT) systems are trained on sentencealigned and word-aligned parallel text collected from various sources. Translation model parameters ar...
    Spyros Matsoukas, Antti-Veikko I. Rosti, Bing Zhan...
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    ACL
    2009
    134views Computational Linguistics» more  ACL 2009»
    Quadratic-Time Dependency Parsing for Machine Translation
    13 years 5 months ago
    Quadratic-Time Dependency Parsing for Machine Translation
    Download  nlp.stanford.edu
    Efficiency is a prime concern in syntactic MT decoding, yet significant developments in statistical parsing with respect to asymptotic efficiency haven't yet been explored in...
    Michel Galley, Christopher D. Manning
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