Fetching the paper…
Reading the bibliography…
We introduce a neural network with a recurrent attention model over a possibly large external memory.
Pattern recognition by means of automatic analogue apparatus
W. K. Taylor · 1959
Earlier work this paper cites.
Learning matrices and their applications
K. Steinbuch and U. Piske · 1963
Earlier work this paper cites.
The induction of dynamical recognizers
J. Pollack · 1991
Earlier work this paper cites.
Learning context-free grammars: Capabilities and limitations of a recurrent neural network with an external stack memory
S. Das, C. L. Giles, and G.-Z. Sun · 1992
Earlier work this paper cites.
Building a large annotated corpus of english: The Penn Treebank
M. P. Marcus, M. A. Marcinkiewicz, and B. Santorini · 1993
Earlier work this paper cites.
A connectionist symbol manipulator that discovers the structure of context-free languages
M. C. Mozer and S. Das · 1993
Earlier work this paper cites.
Memory-based neural networks for robot learning
C. G. Atkeson and S. Schaal · 1995
Earlier work this paper cites.
Long short-term memory
S. Hochreiter and J. Schmidhuber · 1997
Earlier work this paper cites.
A bit of progress in language modeling
J. Goodman · 2001
Earlier work this paper cites.
A neural probabilistic language model
Y. Bengio, R. Ducharme, P. Vincent, and C. Janvin · 2003
Cited alongside, same era.
Statistical language models based on neural networks
T. Mikolov · 2012
Cited alongside, same era.
LSTM neural networks for language modeling
M. Sundermeyer, R. Schlüter, and H. Ney · 2012
Cited alongside, same era.
Generating sequences with recurrent neural networks
A. Graves · 2013
Cited alongside, same era.
Empirical evaluation of gated recurrent neural networks on sequence modeling
J. Chung, Ç. Gülçehre, K. Cho, and Y. Bengio · 2014
Cited alongside, same era.
Neural turing machines
A. Graves, G. Wayne, and I. Danihelka · 2014
Cited alongside, same era.
A clockwork RNN
Recurrent neural network regularization
W. Zaremba, I. Sutskever, and O. Vinyals · 2014
Later among the works it cites.
Neural machine translation by jointly learning to align and translate
D. Bahdanau, K. Cho, and Y. Bengio · 2015
Closest in time.
DRAW: A recurrent neural network for image generation
K. Gregor, I. Danihelka, A. Graves, and D. Wierstra · 2015
Closest in time.
Inferring algorithmic patterns with stack-augmented recurrent nets
A. Joulin and T. Mikolov · 2015
Closest in time.
Towards Neural Network-based Reasoning
B. Peng, Z. Lu, H. Li, and K. Wong · 2015
Closest in time.
Towards AI-complete question answering: A set of prerequisite toy tasks
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
J. Koutník, K. Greff, F. J. Gomez, and J. Schmidhuber · 2014
Cited alongside, same era.
Learning longer memory in recurrent neural networks
T. Mikolov, A. Joulin, S. Chopra, M. Mathieu, and M. Ranzato · 2014
Cited alongside, same era.
J. Weston, A. Bordes, S. Chopra, and T. Mikolov · 2015
Closest in time.
Memory networks
J. Weston, S. Chopra, and A. Bordes · 2015
Closest in time.
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
K. Xu, J. Ba, R. Kiros, K. Cho, A. Courville, R. Salakhutdinov, R. Zemel, and Y. Bengio · 2015
Closest in time.