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ACL
2012
11 years 11 months ago
Improving the IBM Alignment Models Using Variational Bayes
Bayesian approaches have been shown to reduce the amount of overfitting that occurs when running the EM algorithm, by placing prior probabilities on the model parameters. We appl...
Darcey Riley, Daniel Gildea
EMNLP
2010
13 years 6 months ago
Effects of Empty Categories on Machine Translation
We examine effects that empty categories have on machine translation. Empty categories are elements in parse trees that lack corresponding overt surface forms (words) such as drop...
Tagyoung Chung, Daniel Gildea
EMNLP
2011
12 years 8 months ago
Training a Parser for Machine Translation Reordering
We propose a simple training regime that can improve the extrinsic performance of a parser, given only a corpus of sentences and a way to automatically evaluate the extrinsic qual...
Jason Katz-Brown, Slav Petrov, Ryan T. McDonald, F...
COLING
1996
13 years 10 months ago
Incremental Translation Utilizing Constituent Boundary Patterns
We have proposed an incremental translation method in Transfer-Driven Machine Translation (TDMT). In this method, constituent boundary patterns are applied to an input in a bottom...
Osamu Furuse, Hitoshi Iida
ANLP
1997
80views more  ANLP 1997»
13 years 10 months ago
An Interactive Translation Support Facility for Non-Professional Users
We present an interactive translation method to support non-professional users to write an original document. The method, combining dictionary lookup function and user-guided step...
Kiyoshi Yamabana, Kazunori Muraki, Shin-ichiro Kam...