Data processing: speech signal processing – linguistics – language – Linguistics – Translation machine
Patent
1998-07-27
2000-07-18
Thomas, Joseph
Data processing: speech signal processing, linguistics, language
Linguistics
Translation machine
704 4, 704 9, 704277, G06F 1728
Patent
active
060920343
ABSTRACT:
A system and method for translating a series of source words in a first language to a series of target words in a second language is provided. The system includes an input device for inputting the series of source words. A fertility hypothesis generator operatively coupled to the input device generates at least one fertility hypotheses for a fertility of a source word, based on the source word and a context of the source word. A sense hypothesis generator operatively coupled to the input device generates sense hypotheses for a translation of the source word, based on the source word and the context of the source word. A fertility model operatively coupled to the fertility hypothesis generator determines a probability of the fertility of the source word, based on the source word and the context of the source word. A sense model operatively coupled to the sense hypothesis generator determines a probability of a target word being a correct translation of the source word, based on the source word and the context of the source word. A decoder operatively coupled to the fertility and sense models for generating a list of target words for the translation of the source word, based on the probability calculated by the fertility model and the probability calculated by the sense model.
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McCarley Jeffrey Scott
Roukos Salim
International Business Machines - Corporation
Thomas Joseph
LandOfFree
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