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    ICML
    2005
    IEEE
    169views Machine Learning» more  ICML 2005»
    Exploiting syntactic, semantic and lexical regularities in language modeling via directed Markov random fields
    14 years 9 months ago
    Exploiting syntactic, semantic and lexical regularities in language modeling via directed Markov random fields
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    We present a directed Markov random field (MRF) model that combines n-gram models, probabilistic context free grammars (PCFGs) and probabilistic latent semantic analysis (PLSA) fo...
    Shaojun Wang, Shaomin Wang, Russell Greiner, Dale ...
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    EMNLP
    2004
    113views Natural Language Processing» more  EMNLP 2004»
    Dependencies vs. Constituents for Tree-Based Alignment
    13 years 9 months ago
    Dependencies vs. Constituents for Tree-Based Alignment
    Download  www.cs.rochester.edu
    Given a parallel parsed corpus, statistical treeto-tree alignment attempts to match nodes in the syntactic trees for a given sentence in two languages. We train a probabilistic tr...
    Daniel Gildea
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    ACL
    2009
    121views Computational Linguistics» more  ACL 2009»
    Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices
    13 years 6 months ago
    Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices
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    Minimum Error Rate Training (MERT) and Minimum Bayes-Risk (MBR) decoding are used in most current state-of-theart Statistical Machine Translation (SMT) systems. The algorithms wer...
    Shankar Kumar, Wolfgang Macherey, Chris Dyer, Fran...
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    ACL
    2012
    177views Computational Linguistics» more  ACL 2012»
    Discriminative Strategies to Integrate Multiword Expression Recognition and Parsing
    11 years 11 months ago
    Discriminative Strategies to Integrate Multiword Expression Recognition and Parsing
    Download  aclweb.org
    The integration of multiword expressions in a parsing procedure has been shown to improve accuracy in an artiļ¬cial context where such expressions have been perfectly pre-identiļ...
    Matthieu Constant, Anthony Sigogne, Patrick Watrin
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    ANLP
    1992
    68views more  ANLP 1992»
    Evaluating Parsing Strategies Using Standardized Parse Files
    13 years 9 months ago
    Evaluating Parsing Strategies Using Standardized Parse Files
    Download  www.aclweb.org
    The availability of large files of manuallyreviewed parse trees from the University of Pennsylvania "tree bank", along with a program for comparing system-generated pars...
    Ralph Grishman, Catherine Macleod, John Sterling
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