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ICML
2008
IEEE
14 years 11 months ago
Modified MMI/MPE: a direct evaluation of the margin in speech recognition
In this paper we show how common speech recognition training criteria such as the Minimum Phone Error criterion or the Maximum Mutual Information criterion can be extended to inco...
Georg Heigold, Hermann Ney, Ralf Schlüter, Th...
CORR
1998
Springer
142views Education» more  CORR 1998»
13 years 10 months ago
How to define a context-free backbone for DGs: Implementing a DG in the LFG formalism
This paper presents a multidimensional Dependency Grammar (DG), which decouples the dependency tree from word order, such that surface ordering is not determined by traversing the...
Norbert Bröker
ML
2002
ACM
223views Machine Learning» more  ML 2002»
13 years 10 months ago
Text Categorization with Support Vector Machines. How to Represent Texts in Input Space?
The choice of the kernel function is crucial to most applications of support vector machines. In this paper, however, we show that in the case of text classification, term-frequenc...
Edda Leopold, Jörg Kindermann
ML
2007
ACM
144views Machine Learning» more  ML 2007»
13 years 10 months ago
Invariant kernel functions for pattern analysis and machine learning
In many learning problems prior knowledge about pattern variations can be formalized and beneficially incorporated into the analysis system. The corresponding notion of invarianc...
Bernard Haasdonk, Hans Burkhardt
APSEC
2003
IEEE
14 years 4 months ago
Understanding How the Requirements Are Implemented in Source Code
For software maintenance and evolution, a common problem is to understand how each requirement is implemented in the source code. The basic solution of this problem is to find the...
Wei Zhao, Lu Zhang, Yin Liu, Jing Luo, Jiasu Sun