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    EMNLP
    2010
    198views Natural Language Processing» more  EMNLP 2010»
    Training Continuous Space Language Models: Some Practical Issues
    13 years 2 months ago
    Training Continuous Space Language Models: Some Practical Issues
    Download  www.aclweb.org
    Using multi-layer neural networks to estimate the probabilities of word sequences is a promising research area in statistical language modeling, with applications in speech recogn...
    Hai Son Le, Alexandre Allauzen, Guillaume Wisniews...
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    NIPS
    1998
    227views Information Technology» more  NIPS 1998»
    Controlling the Complexity of HMM Systems by Regularization
    13 years 6 months ago
    Controlling the Complexity of HMM Systems by Regularization
    Download  www.mmk.e-technik.tu-muenchen.de
    This paper introduces a method for regularization of HMM systems that avoids parameter overfitting caused by insufficient training data. Regularization is done by augmenting the E...
    Christoph Neukirchen, Gerhard Rigoll
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