697 citations · 2.5k across the 36 of their papers we have counts for
Showing 2014 · cs.CLShow all
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cs.CL2014★ 85 cited
Extraction of Salient Sentences from Labelled Documents
Misha Denil, Alban Demiraj, Nando de Freitas
We present a hierarchical convolutional document model with an architecture designed to support introspection of the document structure. Using this model, we show how to use visual…
cs.CL2014★ 90 cited
Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network
Misha Denil, Alban Demiraj, Nal Kalchbrenner +2
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 Retri…