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166
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ICMLC
2010
Springer
15 years 4 months ago
Approaches to improving corpus quality for statistical machine translation
: The performance of a statistical machine translation (SMT) system heavily depends on the quantity and quality of the bilingual language resource. However, the pervious work mainl...
Peng Liu, Yu Zhou, Chengqing Zong
196
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JMLR
2012
13 years 8 months ago
Krylov Subspace Descent for Deep Learning
In this paper, we propose a second order optimization method to learn models where both the dimensionality of the parameter space and the number of training samples is high. In ou...
Oriol Vinyals, Daniel Povey
145
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ICML
2008
IEEE
16 years 7 months ago
Learning to sportscast: a test of grounded language acquisition
David L. Chen, Raymond J. Mooney
238
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JMLR
2012
13 years 8 months ago
Beyond Logarithmic Bounds in Online Learning
We prove logarithmic regret bounds that depend on the loss L∗ T of the competitor rather than on the number T of time steps. In the general online convex optimization setting, o...
Francesco Orabona, Nicolò Cesa-Bianchi, Cla...
157
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ICALT
2006
IEEE
16 years 12 days ago
Knowledge Awareness Map in Mobile Language-Learning
Hiroaki Ogata, Moushir M. El-Bishouty, Yoneo Yano