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» An Overview of Probabilistic Tree Transducers for Natural La...
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66
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NAACL
2004
15 years 9 days ago
Training Tree Transducers
Many probabilistic models for natural language are now written in terms of hierarchical tree structure. Tree-based modeling still lacks many of the standard tools taken for grante...
Jonathan Graehl, Kevin Knight
97
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ACL
2012
13 years 1 months ago
Semantic Parsing with Bayesian Tree Transducers
Many semantic parsing models use tree transformations to map between natural language and meaning representation. However, while tree transformations are central to several state-...
Bevan K. Jones, Mark Johnson, Sharon Goldwater
96
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ACL
2010
14 years 9 months ago
Efficient Inference through Cascades of Weighted Tree Transducers
Weighted tree transducers have been proposed as useful formal models for representing syntactic natural language processing applications, but there has been little description of ...
Jonathan May, Kevin Knight, Heiko Vogler
80
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MT
2007
120views more  MT 2007»
14 years 10 months ago
Capturing practical natural language transformations
We study automata for capturing the transformations in practical natural language processing systems, especially those that translate between human languages. For several variation...
Kevin Knight