Semi-supervised training for statistical word alignment

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United States of America Patent

PATENT NO 8433556
APP PUB NO 20080109209A1
SERIAL NO

11592450

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Abstract

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A system and method for aligning words in parallel segments is provided. A first probability distribution of word alignments within a first corpus comprising unaligned word-level parallel segments according to a model estimate is calculated. The model estimate is modified according to the first probability distribution. One or more sub-models associated with the modified model estimate are discriminatively re-ranked according to word-level annotated parallel segments. A second probability distribution of the word alignments within the first corpus is calculated according to the re-ranked sub-models associated with the modified model estimate.

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Patent OwnerAddress
UNIVERSITY OF SOUTHERN CALIFORNIA1150 SOUTH OLIVE STREET SUITE 2300 LOS ANGELES CA 90015

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Fraser, Alexander Santa Monica, US 1 71
Marcu, Daniel Hermosa Beach, US 37 2979

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