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Grammar Factorization by Tree Decomposition
Tree Decomposition Grammar
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2015/9/9
We describe the application of the graph-theoretic property known as treewidth to the problem of
finding efficient parsing algorithms. This method, similar to the junction tree algorithm ...
Complexity,Parsing,and Factorization of Tree-Local Multi-Component Tree-Adjoining Grammar
Complexity Parsing Factorization Tree-Local Multi-Component Tree-Adjoining Grammar
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2015/9/8
Tree-Local Multi-Component Tree-Adjoining Grammar (TL-MCTAG) is an appealing formalism for natural language representation because it arguably allows the encapsulation of the appropriate domain of loc...
Information factorization in connectionist models of perception
Information factorization connectionist models of perception
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2015/6/19
Information factorization in connectionist models of perception.
Extracting Deep Neural Network Bottleneck Features using Low-Rank Matrix Factorization
DNN Bottleneck features
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2014/11/27
In this paper, we investigate the use of deep neural networks (DNNs) to generate a stacked bottleneck (SBN) feature representation for low-resource speech recognition. We examine different SBN extract...
Extracting Deep Neural Network Bottleneck Features Using Low-Rank Matrix Factorization
DNN Bottleneck features
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2015/3/9
Extracting Deep Neural Network Bottleneck Features Using Low-Rank Matrix Factorization.