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    EACL
    2003
    ACL Anthology
    104views Natural Language Processing» more  EACL 2003»
    Neural Network Probability Estimation for Broad Coverage Parsing
    14 years 11 months ago
    Neural Network Probability Estimation for Broad Coverage Parsing
    Download  homepages.inf.ed.ac.uk
    We present a neural-network-based statistical parser, trained and tested on the Penn Treebank. The neural network is used to estimate the parameters of a generative model of left-...
    James Henderson
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    NN
    2007
    Springer
    162views Neural Networks» more  NN 2007»
    Learning grammatical structure with Echo State Networks
    14 years 9 months ago
    Learning grammatical structure with Echo State Networks
    Download  cseweb.ucsd.edu
    Echo State Networks (ESNs) have been shown to be effective for a number of tasks, including motor control, dynamic time series prediction, and memorizing musical sequences. Howeve...
    Matthew H. Tong, Adam D. Bickett, Eric M. Christia...
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    EACL
    2003
    ACL Anthology
    129views Natural Language Processing» more  EACL 2003»
    Topological Parsing
    14 years 11 months ago
    Topological Parsing
    Download  www.cs.toronto.edu
    We present a new grammar formalism for parsing with freer word-order languages, motivated by recent linguistic research in German and the Slavic languages. Unlike CFGs, these gram...
    Gerald Penn, Mohammad Haji-Abdolhosseini
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    EMNLP
    2010
    134views Natural Language Processing» more  EMNLP 2010»
    Incorporating Content Structure into Text Analysis Applications
    14 years 7 months ago
    Incorporating Content Structure into Text Analysis Applications
    Download  people.csail.mit.edu
    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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    EMNLP
    2009
    129views Natural Language Processing» more  EMNLP 2009»
    Feature-Rich Translation by Quasi-Synchronous Lattice Parsing
    14 years 7 months ago
    Feature-Rich Translation by Quasi-Synchronous Lattice Parsing
    Download  aclweb.org
    We present a machine translation framework that can incorporate arbitrary features of both input and output sentences. The core of the approach is a novel decoder based on lattice...
    Kevin Gimpel, Noah A. Smith
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