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A Statistical Approach to Machine Translation

by: Peter F. Brown, John Cocke, Stephen Della Pietra, Vincent J. Della Pietra, Frederick Jelinek, John D. Lafferty, Robert L. Mercer, Paul S. Roossin
Computational Linguistics, Vol. 16, No. 2. (1990), pp. 79-85.

X Abstract

In this paper, we present a statistical approach to machine translation. We describe the application of our approach to translation from French to English and give preliminary results. 1 A Statistical Approach to Machine Translation 2 1 Introduction The field of machine translation is almost as old as the modern digital computer. In 1949 Warren Weaver suggested that the problem be attacked with statistical methods and ideas from information theory, an area which he, Claude Shannon and...

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