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    AROBOTS
    2011
    237views Software Engineering» more  AROBOTS 2011»
    Learning GP-BayesFilters via Gaussian process latent variable models
    14 years 11 months ago
    Learning GP-BayesFilters via Gaussian process latent variable models
    Download  www.cs.washington.edu
    Abstract— GP-BayesFilters are a general framework for integrating Gaussian process prediction and observation models into Bayesian filtering techniques, including particle filt...
    Jonathan Ko, Dieter Fox
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    151
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    ACL
    2011
    181views Computational Linguistics» more  ACL 2011»
    Semi-supervised latent variable models for sentence-level sentiment analysis
    14 years 7 months ago
    Semi-supervised latent variable models for sentence-level sentiment analysis
    Download  ryanmcd.com
    We derive two variants of a semi-supervised model for fine-grained sentiment analysis. Both models leverage abundant natural supervision in the form of review ratings, as well as...
    Oscar Täckström, Ryan T. McDonald
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    ACL
    2009
    119views Computational Linguistics» more  ACL 2009»
    Latent Variable Models of Concept-Attribute Attachment
    15 years 2 months ago
    Latent Variable Models of Concept-Attribute Attachment
    Download  www.cs.utexas.edu
    Joseph Reisinger, Marius Pasca
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    JMLR
    2010
    96views more  JMLR 2010»
    Posterior Regularization for Structured Latent Variable Models
    14 years 11 months ago
    Posterior Regularization for Structured Latent Variable Models
    Download  www.seas.upenn.edu
    Kuzman Ganchev, João Graça, Jennifer...
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    103
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    SIGDIAL
    2011
    177views Education» more  SIGDIAL 2011»
    A Comparison of Latent Variable Models For Conversation Analysis
    14 years 7 months ago
    A Comparison of Latent Variable Models For Conversation Analysis
    Download  www.aclweb.org
    Sourish Chaudhuri, Bhiksha Raj
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