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This article offers an empirical exploration on the use of character-level convolutional networks (ConvNets) for text classification.
Some methods of speeding up the convergence of iteration methods
B. Polyak · 1964
Earlier work this paper cites.
A statistical interpretation of term specificity and its application in retrieval
K. S. Jones · 1972
Earlier work this paper cites.
Learning representations by back-propagating errors
D. Rumelhart, G. Hintont, and R. Williams · 1986
Earlier work this paper cites.
Experiments with time delay networks and dynamic time warping for speaker independent isolated digit recognition
L. Bottou, F. Fogelman Soulié, P. Blanchet, and J. Lienard · 1989
Earlier work this paper cites.
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Y. LeCun, B. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, and L. D. Jackel · 1989
Earlier work this paper cites.
Phoneme recognition using time-delay neural networks
A. Waibel, T. Hanazawa, G. Hinton, K. Shikano, and K. J. Lang · 1989
Earlier work this paper cites.
Long short-term memory
S. Hochreiter and J. Schmidhuber · 1997
Earlier work this paper cites.
Text categorization with suport vector machines: Learning with many relevant features
T. Joachims · 1998
Earlier work this paper cites.
Gradient-based learning applied to document recognition
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner · 1998
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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