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We seek to better understand the difference in quality of the several publicly released embeddings.
Hierarchical probabilistic neural network language model
F. Morin and Y. Bengio · 2005
Earlier work this paper cites.
Bootstrapping path-based pronoun resolution
Shane Bergsma and Dekang Lin · 2006
Earlier work this paper cites.
Large-scale sentiment analysis for news and blogs
N. Godbole, M. Srinivasaiah, and S. Skiena · 2007
Earlier work this paper cites.
Three new graphical models for statistical language modelling
A. Mnih and G. Hinton · 2007
Earlier work this paper cites.
Visualizing data using t-sne
L. Van der Maaten and G. Hinton · 2008
Earlier work this paper cites.
Curriculum learning
Y. Bengio, J. Louradour, R. Collobert, and J. Weston · 2009
Cited alongside, same era.
Word list of us/uk spelling variants, May 2009
Words Worldwide Limited · 2009
Cited alongside, same era.
A scalable hierarchical distributed language model
A. Mnih and G.E. Hinton · 2009
Cited alongside, same era.
Word representations: a simple and general method for semi-supervised learning
J. Turian, L. Ratinov, and Y. Bengio · 2010
Cited alongside, same era.
Deep learning for efficient discriminative parsing
R. Collobert · 2011
Cited alongside, same era.
A neural probabilistic language model
Y. Bengio, R. Ducharme, P. Vincent, and C. Jauvin
Cited in the paper.
Quick training of probabilistic neural nets by importance sampling
Y. Bengio, J.S. Senécal, et al
Cited in the paper.
Natural language processing (almost) from scratch
R. Collobert, J. Weston, L. Bottou, M. Karlen, K. Kavukcuoglu, and P. Kuksa · 2011
Later among the works it cites.
Scikit-learn: Machine learning in Python
F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and E. Duchesnay · 2011
Later among the works it cites.
Improving word representations via global context and multiple word prototypes
Eric H. Huang, Richard Socher, Christopher D. Manning, and Andrew Y. Ng · 2012
Later among the works it cites.
Linguistic regularities in continuous space word representations
Tomas Mikolov, Wen-tau Yih, and Geoffrey Zweig · 2013
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