METHOD AND APPARATUS FOR INITIALIZING ITERATIVE TRAINING OF TRANSLATION PROBABILITIES
Patent №
US 7,409,332
Granted
2008-08-05
Filed 2004
Owner
MICROSOFT CORPORATION
Lab
AI components
4
ml · nlp · speech · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
10890926
A method of estimating translation probabilities includes converting a set of word alignment scores into translation probabilities and modifying the translation probabilities based on a bilingual corpus to produce modified translation probabilities. Under many embodiments, the translation probabilities are modified using an iterative training algorithm.
AI classification
Natural language1.00
Machine learning1.00
AI hardware1.00
Speech0.98
Knowledge representation0.32
Evolutionary computation0.09
Planning0.03
Vision0.00
Ownership
MICROSOFT CORPORATION
assignment · 161790616
Assignors
MOORE, ROBERT C.
On an employer assignment, the assignors are typically the inventors.
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