831 search results - page 36 / 167 » Unsupervised Learning of Dependency Structure for Language M... |
93
Voted
JMLR
2010
14 years 9 months ago
2010
Classification problems with a very large or unbounded set of output categories are common in many areas such as natural language and image processing. In order to improve accurac...
170
Voted
ICASSP
2011
IEEE
14 years 6 months ago
2011
IEEE
This paper introduces a new neural network language model (NNLM) based on word clustering to structure the output vocabulary: Structured Output Layer NNLM. This model is able to h...
146
Voted
KDD
2009
ACM
16 years 3 months ago
2009
ACM
Nowadays, enormous amounts of data are continuously generated not only in massive scale, but also from different, sometimes conflicting, views. Therefore, it is important to conso...
141
Voted
ISNN
2005
Springer
15 years 8 months ago
2005
Springer
In this paper we propose a radial basis function (RBF) neural network for nonlinear time-invariant channel equalizer. The RBF network model has a three-layer structure which is com...
108
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LREC
2010
15 years 4 months ago
2010
Today's natural language processing systems are growing more complex with the need to incorporate a wider range of language resources and more sophisticated statistical metho...