Modelling‚ Visualising and Summarising Documents with a Single Convolutional Neural Network

Capturing the compositional process which maps the meaning of words to that of documents is a central challenge for researchers in Natural Language Processing and Information Retrieval. We introduce a model that is able to represent the meaning of documents by embedding them in a low dimensional vec...

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Bibliographic Details
Main Authors: Denil, M, Demiraj, A, Kalchbrenner, N, Blunsom, P, de Freitas, N
Format: Report
Published: University of Oxford 2014