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ICASSP
2008
IEEE
15 years 9 months ago
A GIS-like training algorithm for log-linear models with hidden variables
Conditional Random Fields (CRFs) are often estimated using an entropy based criterion in combination with Generalized Iterative Scaling (GIS). GIS offers, upon others, the immedi...
Georg Heigold, Thomas Deselaers, Ralf Schlüte...
ICASSP
2008
IEEE
15 years 9 months ago
Polyphase speech recognition
We propose a model for speech recognition that consists of multiple semi-synchronized recognizers operating on a polyphase decomposition of standard speech features. Specifically...
Hui Lin, Jeff Bilmes
IJCNLP
2005
Springer
15 years 8 months ago
Automatic Extraction of Fixed Multiword Expressions
Abstract. Fixed multiword expressions are strings of words which together behave like a single word. This research establishes a method for the automatic extraction of such express...
Campbell Hore, Masayuki Asahara, Yuji Matsumoto
IJCNLP
2005
Springer
15 years 8 months ago
Machine Translation Based on Constraint-Based Synchronous Grammar
This paper proposes a variation of synchronous grammar based on the formalism of context-free grammar by generalizing the first component of productions that models the source text...
Fai Wong, Dong-Cheng Hu, Yu-Hang Mao, Ming-Chui Do...
CICLING
2004
Springer
15 years 8 months ago
Hierarchies Measuring Qualitative Variables
Qualitative variables take symbolic values, such as hot, shoe, Europe or France. Sometimes, the values may be arranged in layers or levels of detail. For instance, the variable pla...
Serguei Levachkine, Adolfo Guzmán-Arenas