-
2
-
-
84988321118
-
-
Deep Learning and Unsupervised Feature Learning NIPS 2012 Workshop
-
Frederic Bastien, Pascal Lamblin, Razvan Pascanu, James Bergstra, Ian J. Goodfellow, Arnaud Bergeron, Nicolas Bouchard, and Yoshua Bengio. 2012. Theano: new features and speed improvements. Deep Learning and Unsupervised Feature Learning NIPS 2012 Workshop.
-
(2012)
Theano: New Features and Speed Improvements
-
-
Bastien, F.1
Lamblin, P.2
Pascanu, R.3
Bergstra, J.4
Goodfellow, I.J.5
Bergeron, A.6
Bouchard, N.7
Bengio, Y.8
-
3
-
-
52149103407
-
Automatic generation of weather forecast texts using comprehensive probabilistic generation-space models
-
October
-
Anja Belz. 2008. Automatic generation of weather forecast texts using comprehensive probabilistic generation-space models. Natural Language Engineering, 14(4):431455, October.
-
(2008)
Natural Language Engineering
, vol.14
, Issue.4
, pp. 431455
-
-
Belz, A.1
-
4
-
-
0028392483
-
Learning long-term dependencies with gradient descent is difficult
-
Yoshua Bengio, Patrice Simard, and Paolo Frasconi. 1994. Learning long-term dependencies with gradient descent is difficult. Neural Networks, IEEE Transactions on, 5(2):157-166.
-
(1994)
Neural Networks, IEEE Transactions on
, vol.5
, Issue.2
, pp. 157-166
-
-
Bengio, Y.1
Simard, P.2
Frasconi, P.3
-
5
-
-
84857819132
-
Theano: A CPU and GPU math expression compiler
-
James Bergstra, Olivier Breuleux, Frederic Bastien, Pascal Lamblin, Razvan Pascanu, Guillaume Desjardins, Joseph Turian, David Warde-Farley, and Yoshua Bengio. 2010. Theano: a CPU and GPU math expression compiler. In Proceedings of the Python for Scientific Computing Conference.
-
(2010)
Proceedings of the Python for Scientific Computing Conference
-
-
Bergstra, J.1
Breuleux, O.2
Bastien, F.3
Lamblin, P.4
Pascanu, R.5
Desjardins, G.6
Turian, J.7
Warde-Farley, D.8
Bengio, Y.9
-
6
-
-
62249217193
-
The ravenclaw dialog management framework: Architecture and systems
-
July
-
Dan Bohus and Alexander I. Rudnicky. 2009. The ravenclaw dialog management framework: Architecture and systems. Computer Speech and Language, 23(3):332-361, July.
-
(2009)
Computer Speech and Language
, vol.23
, Issue.3
, pp. 332-361
-
-
Bohus, D.1
Rudnicky, A.I.2
-
9
-
-
84907324581
-
Conditional random fields for responsive surface realisation using global features
-
Nina Dethlefs, Helen Hastie, Heriberto Cuayhuitl, and Oliver Lemon. 2013. Conditional random fields for responsive surface realisation using global features. In In Proceedings of ACL.
-
(2013)
Proceedings of ACL
-
-
Dethlefs, N.1
Hastie, H.2
Cuayhuitl, H.3
Lemon, O.4
-
10
-
-
84910048103
-
Incremental on-line adaptation of pomdp-based dialogue managers to extended domains
-
Milica Gasic, Dongho Kim, Pirros Tsiakoulis, Catherine Breslin, Matthew Henderson, Martin Szummer, Blaise Thomson, and Steve Young. 2014. Incremental on-line adaptation of pomdp-based dialogue managers to extended domains. In In Proceedings on InterSpeech.
-
(2014)
Proceedings on InterSpeech
-
-
Gasic, M.1
Kim, D.2
Tsiakoulis, P.3
Breslin, C.4
Henderson, M.5
Szummer, M.6
Thomson, B.7
Young, S.8
-
11
-
-
85161980569
-
Unconstrained on-line handwriting recognition with recurrent neural networks
-
Alex Graves, Marcus Liwicki, Horst Bunke, Jiirgen Schmidhuber, and Santiago Fernandez. 2008. Unconstrained on-line handwriting recognition with recurrent neural networks. In Advances in Neural Information Processing Systems, pages 577-584.
-
(2008)
Advances in Neural Information Processing Systems
, pp. 577-584
-
-
Graves, A.1
Liwicki, M.2
Bunke, H.3
Schmidhuber, J.4
Fernandez, S.5
-
12
-
-
84890543083
-
Speech recognition with deep recurrent neural networks
-
IEEE
-
Alex Graves, A-R Mohamed, and Geoffrey Hinton. 2013. Speech recognition with deep recurrent neural networks. In Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, pages 6645-6649. IEEE.
-
(2013)
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
, pp. 6645-6649
-
-
Graves, A.1
Mohamed, A.-R.2
Hinton, G.3
-
13
-
-
84941346354
-
Robust dialog state tracking using delexicalised recurrent neural networks and unsupervised adaptation
-
Matthew Henderson, Blaise Thomson, and Steve Young. 2014. Robust dialog state tracking using delexicalised recurrent neural networks and unsupervised adaptation. In Proceedings of IEEE Spoken Language Technology.
-
(2014)
Proceedings of IEEE Spoken Language Technology
-
-
Henderson, M.1
Thomson, B.2
Young, S.3
-
14
-
-
84962412220
-
A convolutional neural network for modelling sentences
-
1404.2188
-
Nal Kalchbrenner, Edward Grefenstette, and Phil Blunsom. 2014. A convolutional neural network for modelling sentences. CoRR, abs/1404.2188.
-
(2014)
CoRR
-
-
Kalchbrenner, N.1
Grefenstette, E.2
Blunsom, P.3
-
15
-
-
84959099868
-
Deep visualsemantic alignments for generating image descriptions
-
1412.2306
-
Andrej Karpathy and Li Fei-Fei. 2014. Deep visualsemantic alignments for generating image descriptions. CoRR, abs/1412.2306.
-
(2014)
CoRR
-
-
Karpathy, A.1
Fei-Fei, L.2
-
16
-
-
84961376850
-
Convolutional neural networks for sentence classification
-
Doha, Qatar, October. Association for Computational Linguistics
-
Yoon Kim. 2014. Convolutional neural networks for sentence classification. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 1746-1751, Doha, Qatar, October. Association for Computational Linguistics.
-
(2014)
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
, pp. 1746-1751
-
-
Kim, Y.1
-
17
-
-
84907359331
-
A statistical nlg framework for aggregated planning and realization
-
Sofia, Bulgaria, August. Association for Computational Linguistics
-
Ravi Kondadadi, Blake Howald, and Frank Schilder. 2013. A statistical nlg framework for aggregated planning and realization. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1406-1415, Sofia, Bulgaria, August. Association for Computational Linguistics.
-
(2013)
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
, pp. 1406-1415
-
-
Kondadadi, R.1
Howald, B.2
Schilder, F.3
-
18
-
-
25444445484
-
Where do phrases come from: Some preliminary experiments in connectionist phrase generation
-
Springer Netherlands
-
Karen Kukich. 1987. Where do phrases come from: Some preliminary experiments in connectionist phrase generation. In Natural Language Generation, volume 135 of NATO ASI Series, pages 405-421. Springer Netherlands.
-
(1987)
Natural Language Generation, Volume 135 of NATO ASI Series
, pp. 405-421
-
-
Kukich, K.1
-
20
-
-
0032203257
-
Gradient-based learning applied to document recognition
-
Nov.
-
Yann Lecun, Leon Bottou, Yoshua Bengio, and Patrick Haffner. 1998. Gradient-based learning applied to document recognition. Proceedings of the IEEE, 86(11):2278-2324, Nov.
-
(1998)
Proceedings of the IEEE
, vol.86
, Issue.11
, pp. 2278-2324
-
-
Lecun, Y.1
Bottou, L.2
Bengio, Y.3
Haffner, P.4
-
21
-
-
84918491895
-
Stochastic language generation in dialogue using factored language models
-
François Mairesse and Steve Young. 2014. Stochastic language generation in dialogue using factored language models. Computer Linguistics, 40(4):763-799.
-
(2014)
Computer Linguistics
, vol.40
, Issue.4
, pp. 763-799
-
-
Mairesse, F.1
Young, S.2
-
22
-
-
84859994385
-
Phrase-based statistical language generation using graphical models and active learning
-
François Mairesse, Milica Gašić, Filip Jurčiček, Simon Keizer, Blaise Thomson, Kai Yu, and Steve Young. 2010. Phrase-based statistical language generation using graphical models and active learning. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, ACL'10, pages 1552-1561.
-
(2010)
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, ACL'10
, pp. 1552-1561
-
-
Mairesse, F.1
Gašić, M.2
Jurčiček, F.3
Keizer, S.4
Thomson, B.5
Yu, K.6
Young, S.7
-
23
-
-
84874235486
-
Context dependent recurrent neural network language model
-
Tomas Mikolov and Geoffrey Zweig. 2012. Context dependent recurrent neural network language model. In In Proceedings on IEEE SLT workshop.
-
(2012)
Proceedings on IEEE SLT Workshop
-
-
Mikolov, T.1
Zweig, G.2
-
25
-
-
80051643236
-
Extensions of recurrent neural network language model
-
Tomáš Mikolov, Stefan Kombrink, Lukáš Burget, Jan H. Černocký, and Sanjeev Khudanpur. 2011a. Extensions of recurrent neural network language model. In Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on.
-
(2011)
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
-
-
Mikolov, T.1
Kombrink, S.2
Burget, L.3
Černocký, J.H.4
Khudanpur, S.5
-
27
-
-
84898956512
-
Distributed representations of words and phrases and their compositionality
-
Tomáš Mikolov, Ilya Sutskever, Kai Chen, Greg S. Corrado, and Jeff Dean. 2013. Distributed representations of words and phrases and their compositionality. In Advances in Neural Information Processing Systems 26, pages 3111-3119.
-
(2013)
Advances in Neural Information Processing Systems
, vol.26
, pp. 3111-3119
-
-
Mikolov, L.1
Sutskever, I.2
Chen, K.3
Corrado, G.S.4
Dean, J.5
-
33
-
-
0036663624
-
Trainable approaches to surface natural language generation and their application to conversational dialog systems
-
Spoken Language Generation
-
Adwait Ratnaparkhi. 2002. Trainable approaches to surface natural language generation and their application to conversational dialog systems. Computer Speech and Language. Spoken Language Generation.
-
(2002)
Computer Speech and Language
-
-
Ratnaparkhi, A.1
-
34
-
-
77956309283
-
Natural language generation as planning under uncertainty for spoken dialogue systems
-
Verena Rieser and Oliver Lemon. 2010. Natural language generation as planning under uncertainty for spoken dialogue systems. In Empirical Methods in Natural Language Generation, pages 105-120.
-
(2010)
Empirical Methods in Natural Language Generation
, pp. 105-120
-
-
Rieser, V.1
Lemon, O.2
-
35
-
-
84890525984
-
Deep convolutional neural networks for lvcsr
-
IEEE
-
Tara N Sainath, A-r Mohamed, Brian Kingsbury, and Bhuvana Ramabhadran. 2013. Deep convolutional neural networks for lvcsr. In Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, pages 8614-8618. IEEE.
-
(2013)
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
, pp. 8614-8618
-
-
Sainath, T.N.1
Mohamed, A.-R.2
Kingsbury, B.3
Ramabhadran, B.4
-
37
-
-
84926358845
-
Recursive deep models for semantic compositionality over a sentiment treebank
-
Richard Socher, Alex Perelygin, Jean Y. Wu, Jason Chuang, Christopher D. Manning, Andrew Y. Ng, and Christopher Potts. 2013. Recursive deep models for semantic compositionality over a sentiment treebank. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP).
-
(2013)
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
-
-
Socher, R.1
Perelygin, A.2
Wu, J.Y.3
Chuang, J.4
Manning, C.D.5
Ng, A.Y.6
Potts, C.7
-
40
-
-
80053459857
-
Generating text with recurrent neural networks
-
New York, NY, USA. ACM
-
Ilya Sutskever, James Martens, and Geoffrey E. Hinton. 2011. Generating text with recurrent neural networks. In Proceedings of the 28th International Conference on Machine Learning (ICML-11), pages 1017-1024, New York, NY, USA. ACM.
-
(2011)
Proceedings of the 28th International Conference on Machine Learning (ICML-11)
, pp. 1017-1024
-
-
Sutskever, I.1
Martens, J.2
Hinton, G.E.3
-
41
-
-
0036663625
-
Training a sentence planner for spoken dialogue using boosting
-
Marilyn A Walker, Owen C Rambow, and Monica Rogati. 2002. Training a sentence planner for spoken dialogue using boosting. Computer Speech and Language, 16(3):409433.
-
(2002)
Computer Speech and Language
, vol.16
, Issue.3
, pp. 409433
-
-
Walker, M.A.1
Rambow, O.C.2
Rogati, M.3
-
42
-
-
0141811660
-
Recent improvements in the emu spoken language understanding system
-
Association for Computational Linguistics
-
Wayne Ward and Sunil Issar. 1994. Recent improvements in the emu spoken language understanding system. In Proceedings of the Workshop on Human Language Technology, HLT'94, pages 213-216. Association for Computational Linguistics.
-
(1994)
Proceedings of the Workshop on Human Language Technology, HLT'94
, pp. 213-216
-
-
Ward, W.1
Issar, S.2
-
43
-
-
0025503558
-
Backpropagation through time: What it does and how to do it
-
Paul J Werbos. 1990. Backpropagation through time: what it does and how to do it. Proceedings of the IEEE, 78(10):1550-1560.
-
(1990)
Proceedings of the IEEE
, vol.78
, Issue.10
, pp. 1550-1560
-
-
Werbos, P.J.1
-
44
-
-
84876682878
-
Pomdp-based statistical spoken dialog systems: A review
-
May
-
Steve Young, Milica Gašić, Blaise Thomson, and Jason D. Williams. 2013. Pomdp-based statistical spoken dialog systems: A review. Proceedings of the IEEE, 101(5):1160-1179, May.
-
(2013)
Proceedings of the IEEE
, vol.101
, Issue.5
, pp. 1160-1179
-
-
Young, S.1
Gašić, M.2
Thomson, B.3
Williams, J.D.4
|