Machine translation with side information

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United States of America Patent

PATENT NO 8768686
APP PUB NO 20110282648A1
SERIAL NO

12779751

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Abstract

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A method of identifying and using side information available to statistical machine translation systems within an enterprise setting, the method including extracting user-specific interaction and non-interaction-based information from at least one corresponding database within the enterprise for each of a plurality of users, aggregating the user-specific interaction and non-interaction based information from a plurality of users, by using a processor on a computer, to tune and adapt background translation and language models, and updating all relevant models within the enterprise after user activity based on the tuned and adapted translation and language models.

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Patent Owner(s)

  • INTERNATIONAL BUSINESS MACHINES CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Eubensky, David Brookfield, US 1 33
Navratil, Jiri Cortlandt Manor, US 57 767
Ramabhadran, Bhuvana Mount Kisco, US 111 2253
Roukos, Salim Estephan Scarsdale, US 8 929
Sarikaya, Ruhi Shrub Oak, US 101 4228

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