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Toward Purely Discriminative Training for Tree-Structured Translation Models

Benjamin Wellington, Joseph Turian, and I. Dan Melamed

in Learning Machine Translation

Published in print:
2008
Published Online:
August 2013
ISBN:
9780262072977
eISBN:
9780262255097
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262072977.003.0007
Subject:
Computer Science, Machine Learning

This chapter presents a method for training all the parameters of a syntax-aware statistical machine translation (MT) system in a discriminative manner. The system outperforms a generative ... More


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