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111
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ICMLC
2010
Springer
15 years 21 days 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
140
Voted
JMLR
2012
13 years 4 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
94
Voted
ICML
2008
IEEE
16 years 3 months ago
Learning to sportscast: a test of grounded language acquisition
David L. Chen, Raymond J. Mooney
169
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JMLR
2012
13 years 4 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...
104
Voted
ICALT
2006
IEEE
15 years 8 months ago
Knowledge Awareness Map in Mobile Language-Learning
Hiroaki Ogata, Moushir M. El-Bishouty, Yoneo Yano