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Feature-rich statistical translation of noun phrases


Author(s) : Kevin Knight, 
Publisher : N/A
Publication Date : 2003
ISSN : N/A
Abstract : We define noun phrase translation as a subtask of machine translation. This enables us to build a dedicated noun phrase translation subsystem that improves over the currently best general statistical machine translation methods by incorporating special modeling and special features. We achieved 65.5 % translation accuracy in a German-English translation task vs. 53.2 % with IBM Model 4.,