Training for a text-to-text application which uses string to tree conversion for training and decoding

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United States of America Patent

PATENT NO 8600728
APP PUB NO 20060142995A1
SERIAL NO

11250151

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Abstract

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Training and translation using trees and/or subtrees as parts of the rules. A target language is word aligned with a source language, and at least one of the languages is parsed into trees. The trees are used for training, by aligning conversion steps, forming a manual set of information representing the conversion steps and then learning rules from that reduced set. The rules include subtrees as parts thereof, and are used for decoding, along with an n-gram language model and a syntax based language mode.

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Patent Owner(s)

  • UNIVERSITY OF SOUTHERN CALIFORNIA

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Galley, Michel New York, US 13 246
Hopkins, Mark Saarbruecken, DE 21 435
Knight, Kevin Marina Del Rey, US 39 2222
Marcu, Daniel Hermosa Beach, US 37 2914
Thayer, Ignacio San Francisco, US 1 98

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