Quick Training of Probabilistic Neural Nets by Importance Sampling (2003)

by Yoshua Bengio , Jean-Sébastien Senécal
Citations:11 - 5 self

Active Bibliography

145 A Neural Probabilistic Language Model – Yoshua Bengio, Réjean Ducharme, Pascal Vincent, Christian Jauvin - 2003
33 Hierarchical probabilistic neural network language model – Frederic Morin, Yoshua Bengio - 2005
1 Use of contexts in language model interpolation and adaptation – X. Liu, M. J. F. Gales, P. C. Woodland - 2013
11 Products of Random Latent Variable Grammars – Slav Petrov
12 Function Tagging – Don Blaheta
Statistical Parsing and Language Modeling Based on . . . – Wen Wang - 2003
Using Linguistic Knowledge in Statistical Machine Translation – Rabih M. Zbib, James R. Glass - 2010
Training Products of Experts by Minimizing Contrastive – Divergence Gcnu Tr, Geoffrey E. Hinton - 2002
5 Adaptive Importance Sampling to Accelerate Training of a Neural Probabilistic Language Model – Jean-sébastien Senécal, Jean-sébastien Senécal, Yoshua Bengio - 2003
2 Hierarchical Bayesian Language Models for Conversational Speech Recognition – Songfang Huang, Student Member, Steve Renals
3 Combining statistical language models via the latent maximum entropy principle – Shaojun Wang, Dale Schuurmans, Fuchun Peng, Yunxin Zhao, Dan Roth, Pascale Fung - 2005
2 A Scalable Distributed Syntactic, Semantic, and Lexical Language Model – Ming Tan, Wenli Zhou, Lei Zheng, Shaojun Wang
6 Deep Learning for Efficient Discriminative Parsing – Ronan Collobert
19 Learning Continuous Phrase Representations and Syntactic Parsing with Recursive Neural Networks – Richard Socher, Christopher D. Manning, Andrew Y. Ng
39 Natural language processing (almost) from scratch. arXiv:1103.0398v1 – Ronan Collobert, Jason Weston, Léon Bottou, Michael Karlen, Koray Kavukcuoglu, Pavel Kuksa, Michael Collins - 2011
15 Back-off as Parameter Estimation for DOP models – Luciano Grüdtner Buratto - 2002
28 Formal grammar and information theory: Together again? – Fernando Pereira - 2000
1 Log-Linear Interpolation of Language Models – Alexander Gutkin - 2000
7 Dependency Language Modeling – Andreas Stolcke, Ciprian Chelba, David Engle, Victor Jimenez, Lidia Mangu, Harry Printz, Eric Ristad, Roni Rosenfeld, Ciprian Chelba (jhu, David Engle (dod, Lidia Mangu (jhu, Harry Printz (ibm, Eric Ristad (princeton, Roni Rosenfeld (cmu, Dekai Wu (hong Kong Ust, Fred Jelinek (jhu, Sanjeev Khudanpur (jhu - 1997