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Filtering by: Creator Su, Yi-Hsuan Remove constraint Creator: Su, Yi-Hsuan Creator Cross, James Henry, Iii Remove constraint Creator: Cross, James Henry, Iii Subject Machine learning Remove constraint Subject: Machine learning Subject Neural networks (Computer science) Remove constraint Subject: Neural networks (Computer science)

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  • Parsing with Recurrent Neural Networks

    Creator:
    Cross, James Henry, III
    Abstract:
    Machine learning models for natural language processing have traditionally relied on large numbers of discrete features, built up from atomic categories such as word forms and part-of-speech labels, which are considered completely distinct from each other. Recently however, the advent of dense feature representations coupled with deep learning techniques has...
    Resource Type:
    Dissertation
    Full Text:
    . Statistical predictive parsing, the focus of this research, is a classic problem in su- pervised machine