-
2
-
-
84864073449
-
Greedy layer-wise training of deep networks
-
B. Schölkopf, J. Platt, and T. Hoffman, editors, MIT Press, Cambridge, MA
-
Yoshua Bengio, Pascal Lamblin, Dan Popovici, and Hugo Larochelle. 2007. Greedy layer-wise training of deep networks. In B. Schölkopf, J. Platt, and T. Hoffman, editors, Advances in Neural Information Processing Systems 19, pages 153-160. MIT Press, Cambridge, MA.
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 153-160
-
-
Bengio, Y.1
Lamblin, P.2
Popovici, D.3
Larochelle, H.4
-
3
-
-
69349090197
-
Learning deep architectures for ai
-
Also published as a book. Now Publishers, 2009
-
Yoshua Bengio. 2009. Learning deep architectures for AI. Foundations and Trends in Machine Learning, 2(1):1-127. Also published as a book. Now Publishers, 2009.
-
(2009)
Foundations and Trends in Machine Learning
, vol.2
, Issue.1
, pp. 1-127
-
-
Bengio, Y.1
-
4
-
-
34547994328
-
Discriminative learning for differing training and test distributions
-
ACM Press
-
Steffen Bickel, Michael Brckner, and Tobias Scheffer. 2007. Discriminative learning for differing training and test distributions. In Proc of ICML 2007, pages 81-88. ACM Press.
-
(2007)
Proc of ICML 2007
, pp. 81-88
-
-
Bickel, S.1
Brckner, M.2
Scheffer, T.3
-
5
-
-
80053342456
-
Domain adaptation with structural correspondence learning
-
Sydney, Australia, July. Association for Computational Linguistics
-
John Blitzer, Ryan McDonald, and Fernando Pereira. 2006. Domain adaptation with structural correspondence learning. In Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing, pages 120-128, Sydney, Australia, July. Association for Computational Linguistics.
-
(2006)
Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
, pp. 120-128
-
-
Blitzer, J.1
McDonald, R.2
Pereira, F.3
-
6
-
-
85127836544
-
Discriminative training methods for hidden markov models: Theory and experiments with perceptron algorithms
-
Stroudsburg, PA, USA. Association for Computational Linguistics
-
Michael Collins. 2002. Discriminative training methods for hidden markov models: theory and experiments with perceptron algorithms. In Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10, EMNLP '02, pages 1-8, Stroudsburg, PA, USA. Association for Computational Linguistics.
-
(2002)
Proceedings of the ACL-02 Conference on Empirical Methods in Natural Language Processing-Volume 10, EMNLP '02
, pp. 1-8
-
-
Collins, M.1
-
7
-
-
80053558787
-
Natural language processing (almost) from scratch
-
R. Collobert, J. Weston, L. Bottou, M. Karlen, K. Kavukcuoglu, and P. Kuksa. 2011. Natural language processing (almost) from scratch. Journal of Machine Learning Research, 12:2493-2537.
-
(2011)
Journal of Machine Learning Research
, vol.12
, pp. 2493-2537
-
-
Collobert, R.1
Weston, J.2
Bottou, L.3
Karlen, M.4
Kavukcuoglu, K.5
Kuksa, P.6
-
8
-
-
84867123033
-
Training restricted boltzmann machines on word observations
-
John Langford and Joelle Pineau, New York, NY, USA, July. Omnipress
-
George E. Dahl, Ryan P. Adams, and Hugo Larochelle. 2012. Training restricted boltzmann machines on word observations. In John Langford and Joelle Pineau, editors, Proceedings of the 29th International Conference on Machine Learning (ICML-12), ICML '12, pages 679-686, New York, NY, USA, July. Omnipress.
-
(2012)
Proceedings of the 29th International Conference on Machine Learning (ICML-12), ICML '12
, pp. 679-686
-
-
Dahl, G.E.1
Adams, R.P.2
Larochelle, H.3
-
9
-
-
80053443013
-
Domain adaptation for large-scale sentiment classification: A deep learning approach
-
Xavier Glorot, Antoine Bordes, and Yoshua Bengio. 2011. Domain adaptation for large-scale sentiment classification: A deep learning approach. In Proc of ICML 2011, pages 513-520.
-
(2011)
Proc of ICML 2011
, pp. 513-520
-
-
Glorot, X.1
Bordes, A.2
Bengio, Y.3
-
10
-
-
84858415500
-
An efficient algorithm for easy-first non-directional dependency parsing
-
Stroudsburg, PA, USA. Association for Computational Linguistics
-
Yoav Goldberg and Michael Elhadad. 2010. An efficient algorithm for easy-first non-directional dependency parsing. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, HLT '10, pages 742-750, Stroudsburg, PA, USA. Association for Computational Linguistics.
-
(2010)
Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, HLT '10
, pp. 742-750
-
-
Goldberg, Y.1
Elhadad, M.2
-
11
-
-
33745805403
-
A fast learning algorithm for deep belief nets
-
July
-
Geoffrey E. Hinton, Simon Osindero, and Yee-Whye Teh. 2006. A fast learning algorithm for deep belief nets. Neural Comput., 18(7):1527-1554, July.
-
(2006)
Neural Comput.
, vol.18
, Issue.7
, pp. 1527-1554
-
-
Hinton, G.E.1
Osindero, S.2
Teh, Y.3
-
12
-
-
0013344078
-
Training products of experts by minimizing contrastive divergence
-
August
-
Geoffrey E. Hinton. 2002. Training products of experts by minimizing contrastive divergence. Neural Comput., 14(8):1771-1800, August.
-
(2002)
Neural Comput.
, vol.14
, Issue.8
, pp. 1771-1800
-
-
Hinton, G.E.1
-
13
-
-
84860538689
-
Instance weighting for domain adaptation in nlp
-
Prague, Czech Republic, June. Association for Computational Linguistics
-
Jing Jiang and ChengXiang Zhai. 2007. Instance weighting for domain adaptation in nlp. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, pages 264-271, Prague, Czech Republic, June. Association for Computational Linguistics.
-
(2007)
Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics
, pp. 264-271
-
-
Jiang, J.1
Zhai, C.2
-
14
-
-
84943736131
-
DCU-paris13 systems for the sancl 2012 shared task
-
Montréal, Canada, June
-
Joseph Le Roux, Jennifer Foster, Joachim Wagner, Rasul Samad Zadeh Kaljahi, and Anton Bryl. 2012. DCU-Paris13 Systems for the SANCL 2012 Shared Task. In Proceedings of the NAACL 2012 First Workshop on Syntactic Analysis of Non-Canonical Language (SANCL), pages 1-4, Montréal, Canada, June.
-
(2012)
Proceedings of the NAACL 2012 First Workshop on Syntactic Analysis of Non-Canonical Language (SANCL)
, pp. 1-4
-
-
Le Roux, J.1
Foster, J.2
Wagner, J.3
Kaljahi, R.S.Z.4
Bryl, A.5
-
15
-
-
71149119164
-
Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations
-
Honglak Lee, Roger Grosse, Rajesh Ranganath, and Andrew Y. Ng. 2009a. Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations. In Proc of ICML 2009, pages 609-616.
-
(2009)
Proc of ICML 2009
, pp. 609-616
-
-
Lee, H.1
Grosse, R.2
Ranganath, R.3
Ng, A.Y.4
-
16
-
-
84863380535
-
Unsupervised feature learning for audio classification using convolutional deep belief networks
-
Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, editors
-
Honglak Lee, Peter Pham, Yan Largman, and Andrew Ng. 2009b. Unsupervised feature learning for audio classification using convolutional deep belief networks. In Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, editors, Advances in Neural Information Processing Systems 22, pages 1096-1104.
-
(2009)
Advances in Neural Information Processing Systems
, vol.22
, pp. 1096-1104
-
-
Lee, H.1
Pham, P.2
Largman, Y.3
Ng, A.4
-
17
-
-
84906923890
-
Easy-first pos tagging and dependency parsing with beam search
-
Sofia, Bulgaria, August. Association for Computational Linguistics
-
Ji Ma, Jingbo Zhu, Tong Xiao, and Nan Yang. 2013. Easy-first pos tagging and dependency parsing with beam search. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 110-114, Sofia, Bulgaria, August. Association for Computational Linguistics.
-
(2013)
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
, pp. 110-114
-
-
Ma, J.1
Zhu, J.2
Xiao, T.3
Yang, N.4
-
20
-
-
36348934026
-
Learning accurate, compact, and interpretable tree annotation
-
Sydney, Australia, July. Association for Computational Linguistics
-
Slav Petrov, Leon Barrett, Romain Thibaux, and Dan Klein. 2006. Learning accurate, compact, and interpretable tree annotation. In Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics, pages 433-440, Sydney, Australia, July. Association for Computational Linguistics.
-
(2006)
Proceedings of the 21st International Conference on Computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics
, pp. 433-440
-
-
Petrov, S.1
Barrett, L.2
Thibaux, R.3
Klein, D.4
-
21
-
-
76649142894
-
Structural correspondence learning for parse disambiguation
-
Alex Lascarides, Claire Gardent, and Joakim Nivre, editors, The Association for Computer Linguistics
-
Barbara Plank. 2009. Structural correspondence learning for parse disambiguation. In Alex Lascarides, Claire Gardent, and Joakim Nivre, editors, EACL (Student ResearchWorkshop), pages 37-45. The Association for Computer Linguistics.
-
(2009)
EACL (Student ResearchWorkshop)
, pp. 37-45
-
-
Plank, B.1
-
22
-
-
84864069017
-
Efficient learning of sparse representations with an energy-based model
-
B. Schölkopf, J. Platt, and T. Hoffman, editors, MIT Press, Cambridge, MA
-
Marc'Aurelio Ranzato, Christopher Poultney, Sumit Chopra, and Yann LeCun. 2007. Efficient learning of sparse representations with an energy-based model. In B. Schölkopf, J. Platt, and T. Hoffman, editors, Advances in Neural Information Processing Systems 19, pages 1137-1144. MIT Press, Cambridge, MA.
-
(2007)
Advances in Neural Information Processing Systems
, vol.19
, pp. 1137-1144
-
-
Ranzato, M.1
Poultney, C.2
Chopra, S.3
Lecun, Y.4
-
24
-
-
84906928772
-
-
MIT Press, Cambridge, MA, USA
-
David E. Rumelhart, Geoffrey E. Hinton, and Ronald J. Williams. 1988. Neurocomputing: Foundations of research. chapter Learning Representations by Back-propagating Errors, pages 696-699. MIT Press, Cambridge, MA, USA.
-
(1988)
Neurocomputing: Foundations of Research. Chapter Learning Representations by Back-propagating Errors
, pp. 696-699
-
-
Rumelhart, D.E.1
Hinton, G.E.2
Williams, R.J.3
-
25
-
-
38049120269
-
Domain adaptation of conditional probability models via feature subsetting
-
Springer
-
Sandeepkumar Satpal and Sunita Sarawagi. 2007. Domain adaptation of conditional probability models via feature subsetting. In PKDD, volume 4702 of Lecture Notes in Computer Science, pages 224-235. Springer.
-
(2007)
PKDD, Volume 4702 of Lecture Notes in Computer Science
, pp. 224-235
-
-
Satpal, S.1
Sarawagi, S.2
-
26
-
-
84860520429
-
Guided learning for bidirectional sequence classification
-
Prague, Czech Republic, June. Association for Computational Linguistics
-
Libin Shen, Giorgio Satta, and Aravind Joshi. 2007. Guided learning for bidirectional sequence classification. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, pages 760-767, Prague, Czech Republic, June. Association for Computational Linguistics.
-
(2007)
Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics
, pp. 760-767
-
-
Shen, L.1
Satta, G.2
Joshi, A.3
-
27
-
-
85030988132
-
Varderlibt's systems for sancl2012 shared task
-
Montréal, Canada, June
-
Buzhou Tang, Min Jiang, and Hua Xu. 2012. Varderlibt's systems for sancl2012 shared task. In Proceedings of the NAACL 2012 First Workshop on Syntactic Analysis of Non-Canonical Language (SANCL), Montréal, Canada, June.
-
(2012)
Proceedings of the NAACL 2012 First Workshop on Syntactic Analysis of Non-Canonical Language (SANCL)
-
-
Tang, B.1
Jiang, M.2
Xu, H.3
-
28
-
-
84859057454
-
Domain adaptation by constraining inter-domain variability of latent feature representation
-
Portland, Oregon, USA, June. Association for Computational Linguistics
-
Ivan Titov. 2011. Domain adaptation by constraining inter-domain variability of latent feature representation. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 62-71, Portland, Oregon, USA, June. Association for Computational Linguistics.
-
(2011)
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
, pp. 62-71
-
-
Titov, I.1
-
29
-
-
80053495924
-
Word representations: A simple and general method for semi-supervised learning
-
Uppsala, Sweden, July. Association for Computational Linguistics
-
Joseph Turian, Lev-Arie Ratinov, and Yoshua Bengio. 2010. Word representations: A simple and general method for semi-supervised learning. In Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics, pages 384-394, Uppsala, Sweden, July. Association for Computational Linguistics.
-
(2010)
Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
, pp. 384-394
-
-
Turian, J.1
Ratinov, L.2
Bengio, Y.3
-
31
-
-
84905247134
-
Word alignment modeling with context dependent deep neural network
-
Sofia, Bulgaria, August. Association for Computational Linguistics
-
Nan Yang, Shujie Liu, Mu Li, Ming Zhou, and Nenghai Yu. 2013. Word alignment modeling with context dependent deep neural network. In Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 166-175, 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. 166-175
-
-
Yang, N.1
Liu, S.2
Li, M.3
Zhou, M.4
Yu, N.5
-
32
-
-
80053228872
-
Syntax-based grammaticality improvement using ccg and guided search
-
Edinburgh, Scotland, UK., July. Association for Computational Linguistics
-
Yue Zhang and Stephen Clark. 2011. Syntax-based grammaticality improvement using ccg and guided search. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, pages 1147-1157, Edinburgh, Scotland, UK., July. Association for Computational Linguistics.
-
(2011)
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing
, pp. 1147-1157
-
-
Zhang, Y.1
Clark, S.2
-
33
-
-
84905255871
-
Deep learning for chinese word segmentation and pos tagging
-
Seattle, Washington, USA, October. Association for Computational Linguistics
-
Xiaoqing Zheng, Hanyang Chen, and Tianyu Xu. 2013. Deep learning for Chinese word segmentation and POS tagging. In Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, pages 647-657, Seattle, Washington, USA, October. Association for Computational Linguistics.
-
(2013)
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing
, pp. 647-657
-
-
Zheng, X.1
Chen, H.2
Xu, T.3
|