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    BMCBI
    2006
    131views more  BMCBI 2006»
    Statistical modeling of biomedical corpora: mining the Caenorhabditis Genetic Center Bibliography for genes related to life span
    13 years 9 months ago
    Statistical modeling of biomedical corpora: mining the Caenorhabditis Genetic Center Bibliography for genes related to life span
    Download  www.biomedcentral.com
    Background: The statistical modeling of biomedical corpora could yield integrated, coarse-to-fine views of biological phenomena that complement discoveries made from analysis of m...
    David M. Blei, K. Franks, Michael I. Jordan, I. Sa...
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    PAMI
    2008
    190views more  PAMI 2008»
    Scene Classification Using a Hybrid Generative/Discriminative Approach
    13 years 9 months ago
    Scene Classification Using a Hybrid Generative/Discriminative Approach
    Download  cvcl.mit.edu
    We investigate whether dimensionality reduction using a latent generative model is beneficial for the task of weakly supervised scene classification. In detail we are given a set ...
    Anna Bosch, Andrew Zisserman, Xavier Muñoz
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    IR
    2007
    116views Natural Language Processing» more  IR 2007»
    Restricted inflectional form generation in management of morphological keyword variation
    13 years 9 months ago
    Restricted inflectional form generation in management of morphological keyword variation
    Download  www.info.uta.fi
    Word form normalization through lemmatization or stemming is a standard procedure in information retrieval because morphological variation needs to be accounted for and several la...
    Kimmo Kettunen, Eija Airio, Kalervo Järvelin
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    COLING
    2010
    234views Computational Linguistics» more  COLING 2010»
    Unsupervised Discriminative Language Model Training for Machine Translation using Simulated Confusion Sets
    13 years 4 months ago
    Unsupervised Discriminative Language Model Training for Machine Translation using Simulated Confusion Sets
    Download  www.cs.jhu.edu
    An unsupervised discriminative training procedure is proposed for estimating a language model (LM) for machine translation (MT). An English-to-English synchronous context-free gra...
    Zhifei Li, Ziyuan Wang, Sanjeev Khudanpur, Jason E...
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    SDM
    2011
    SIAM
    370views Data Mining» more  SDM 2011»
    Sparse Latent Semantic Analysis
    13 years 18 days ago
    Sparse Latent Semantic Analysis
    Download  www.cs.cmu.edu
    Latent semantic analysis (LSA), as one of the most popular unsupervised dimension reduction tools, has a wide range of applications in text mining and information retrieval. The k...
    Xi Chen, Yanjun Qi, Bing Bai, Qihang Lin, Jaime G....
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