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    EMNLP
    2009
    177views Natural Language Processing» more  EMNLP 2009»
    Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model
    13 years 8 months ago
    Sinuhe - Statistical Machine Translation using a Globally Trained Conditional Exponential Family Translation Model
    Download  www.aclweb.org
    We present a new phrase-based conditional exponential family translation model for statistical machine translation. The model operates on a feature representation in which sentenc...
    Matti Kääriäinen
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    JMLR
    2012
    178views Programming Languages» more  JMLR 2012»
    Statistical test for consistent estimation of causal effects in linear non-Gaussian models
    12 years 16 days ago
    Statistical test for consistent estimation of causal effects in linear non-Gaussian models
    Download  www.cs.helsinki.fi
    This document contains supplementary material to the article ‘Statistical test for consistent estimation of causal effects in linear non-Gaussian models’, AISTATS 2012. A tabl...
    Doris Entner, Patrik O. Hoyer, Peter Spirtes
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    NAACL
    2004
    113views Computational Linguistics» more  NAACL 2004»
    A Statistical Model for Multilingual Entity Detection and Tracking
    13 years 11 months ago
    A Statistical Model for Multilingual Entity Detection and Tracking
    Download  acl.ldc.upenn.edu
    Entity detection and tracking is a relatively new addition to the repertoire of natural language tasks. In this paper, we present a statistical language-independent framework for ...
    Radu Florian, Hany Hassan, Abraham Ittycheriah, Ho...
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    JMLR
    2012
    255views Programming Languages» more  JMLR 2012»
    Learning Low-order Models for Enforcing High-order Statistics
    12 years 16 days 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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    SIGIR
    2006
    ACM
    125views Information Technology» more  SIGIR 2006»
    A study of statistical models for query translation: finding a good unit of translation
    14 years 4 months ago
    A study of statistical models for query translation: finding a good unit of translation
    Download  research.microsoft.com
    This paper presents a study of three statistical query translation models that use different units of translation. We begin with a review of a word-based translation model that us...
    Jianfeng Gao, Jian-Yun Nie
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