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    EMNLP
    2008
    117views Natural Language Processing» more  EMNLP 2008»
    Sampling Alignment Structure under a Bayesian Translation Model
    13 years 6 months ago
    Sampling Alignment Structure under a Bayesian Translation Model
    Download  www.cs.berkeley.edu
    We describe the first tractable Gibbs sampling procedure for estimating phrase pair frequencies under a probabilistic model of phrase alignment. We propose and evaluate two nonpar...
    John DeNero, Alexandre Bouchard-Côté,...
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    ACL
    2008
    170views Computational Linguistics» more  ACL 2008»
    Bayesian Learning of Non-Compositional Phrases with Synchronous Parsing
    13 years 6 months ago
    Bayesian Learning of Non-Compositional Phrases with Synchronous Parsing
    Download  www.cs.rochester.edu
    We combine the strengths of Bayesian modeling and synchronous grammar in unsupervised learning of basic translation phrase pairs. The structured space of a synchronous grammar is ...
    Hao Zhang, Chris Quirk, Robert C. Moore, Daniel Gi...
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    BMCBI
    2005
    122views more  BMCBI 2005»
    Bayesian coestimation of phylogeny and sequence alignment
    13 years 4 months ago
    Bayesian coestimation of phylogeny and sequence alignment
    Download  www.biomedcentral.com
    Background: Two central problems in computational biology are the determination of the alignment and phylogeny of a set of biological sequences. The traditional approach to this p...
    Gerton Lunter, István Miklós, Alexei...
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    COLING
    2000
    152views Computational Linguistics» more  COLING 2000»
    Structural Feature Selection For English-Korean Statistical Machine Translation
    13 years 6 months ago
    Structural Feature Selection For English-Korean Statistical Machine Translation
    Download  acl.ldc.upenn.edu
    When aligning texts in very different languages such as Korean and English, structural features beyond word or phrase give useful intbrmation. In this paper, we present a method f...
    Seonho Kim, Juntae Yoon, Mansuk Song
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    NAACL
    2010
    130views Computational Linguistics» more  NAACL 2010»
    Inducing Synchronous Grammars with Slice Sampling
    13 years 2 months ago
    Inducing Synchronous Grammars with Slice Sampling
    Download  www.aclweb.org
    This paper describes an efficient sampler for synchronous grammar induction under a nonparametric Bayesian prior. Inspired by ideas from slice sampling, our sampler is able to dra...
    Phil Blunsom, Trevor Cohn
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