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    EMNLP
    2010
    134views Natural Language Processing» more  EMNLP 2010»
    Incorporating Content Structure into Text Analysis Applications
    13 years 6 months ago
    Incorporating Content Structure into Text Analysis Applications
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    In this paper, we investigate how modeling content structure can benefit text analysis applications such as extractive summarization and sentiment analysis. This follows the lingu...
    Christina Sauper, Aria Haghighi, Regina Barzilay
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    NIPS
    1994
    264views Information Technology» more  NIPS 1994»
    An Input Output HMM Architecture
    13 years 10 months ago
    An Input Output HMM Architecture
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    We introduce a recurrent architecture having a modular structure and we formulate a training procedure based on the EM algorithm. The resulting model has similarities to hidden Ma...
    Yoshua Bengio, Paolo Frasconi
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    ICPR
    2004
    IEEE
    120views computer vision» more  ICPR 2004»
    Joint Spatial and Temporal Structure Learning for Task based Control
    14 years 9 months ago
    Joint Spatial and Temporal Structure Learning for Task based Control
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    We present an example of a joint spatial and temporal task learning algorithm that results in a generative model that has applications for on-line visual control. We review work o...
    Hilary Buxton, Kingsley Sage
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    SIAMSC
    2011
    219views more  SIAMSC 2011»
    Fast Algorithms for Bayesian Uncertainty Quantification in Large-Scale Linear Inverse Problems Based on Low-Rank Partial Hessian
    13 years 3 months ago
    Fast Algorithms for Bayesian Uncertainty Quantification in Large-Scale Linear Inverse Problems Based on Low-Rank Partial Hessian
    Download  lucaswilcox.com
    We consider the problem of estimating the uncertainty in large-scale linear statistical inverse problems with high-dimensional parameter spaces within the framework of Bayesian inf...
    H. P. Flath, Lucas C. Wilcox, Volkan Akcelik, Judi...
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    ISI
    2007
    Springer
    252views Security Privacy» more  ISI 2007»
    An LDA-based Community Structure Discovery Approach for Large-Scale Social Networks
    14 years 2 months ago
    An LDA-based Community Structure Discovery Approach for Large-Scale Social Networks
    Download  www.haizhengzhang.com
    Abstract— Community discovery has drawn significant research interests among researchers from many disciplines for its increasing application in multiple, disparate areas, inclu...
    Haizheng Zhang, Baojun Qiu, C. Lee Giles, Henry C....
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