|
52
|
A unified architecture for natural language processing: Deep neural networks with multitask learning
– Ronan Collobert, Jason Weston
- 2008
|
|
21
|
Three New Graphical Models for Statistical Language Modelling
– Andriy Mnih, Geoffrey Hinton
|
|
81
|
A Neural Probabilistic Language Model
– Yoshua Bengio, Réjean Ducharme, Pascal Vincent, Christian Jauvin
- 2003
|
|
540
|
Class-Based n-gram Models of Natural Language
– Peter F. Brown, Peter V. deSouza, Robert L. Mercer, Vincent J. Della Pietra, Jenifer C. Lai
- 1992
|
|
204
|
Reducing the dimensionality of data with neural networks
– G Hinton, R Salakhutdinov
|
|
1370
|
Latent dirichlet allocation
– David M. Blei, Andrew Y. Ng, Michael I. Jordan, John Lafferty
- 2003
|
|
2168
|
Indexing by latent semantic analysis
– Scott Deerwester, Susan T. Dumais, George W. Furnas, Thomas K. Landauer, Richard Harshman
- 1990
|
|
631
|
An Empirical Study of Smoothing Techniques for Language Modeling
– Stanley F. Chen
- 1998
|
|
14
|
Phrase Clustering for Discriminative Learning
– Dekang Lin, Xiaoyun Wu
|
|
10
|
Improving generative statistical parsing with semi-supervised word clustering
– M Candito, B Crabbé
- 2009
|
|
11
|
Hierarchical probabilistic neural network language model
– Frederic Morin, Yoshua Bengio
- 2005
|
|
105
|
Greedy layer-wise training of deep networks
– Yoshua Bengio, Pascal Lamblin, Dan Popovici, Hugo Larochelle, Université De Montréal, Montréal Québec
- 2007
|
|
13
|
Semi-supervised learning of compact document representations with deep networks
– Martin Szummer
- 2008
|
|
43
|
Sparse Feature Learning for Deep Belief Networks
– Y-lan Boureau, Yann Lecun
|
|
53
|
Semantic hashing
– Ruslan Salakhutdinov, Geoffrey Hinton
- 2009
|
|
241
|
A fast learning algorithm for deep belief nets
– Geoffrey E. Hinton, Simon Osindero
- 2006
|
|
6234
|
Maximum likelihood from incomplete data via the EM algorithm
– A. P. Dempster, N. M. Laird, D. B. Rubin
- 1977
|
|
487
|
Gradient-based learning applied to document recognition
– Yann Lecun, Léon Bottou, Yoshua Bengio, Patrick Haffner
- 1998
|
|
312
|
RCV1: A new benchmark collection for text categorization research
– David D. Lewis, Yiming Yang, Tony G. Rose, Fan Li, G. Dietterich, Fan Li
- 2004
|