New Approaches to Machine Translation

CMU-CS-85-143

Jaime G. Carbonell, Masaru Tomita

July 1985 oot To be presented at the Conference on Theoretical and Methodological Issues in Machine Translation of Natural Languages, Colgate University, August 1985.

The current resurgence of interest in machine translation is partially attributable to the emergence of a variety of new paradigms, ranging from better translation aids and improved pre- and post-editing methods, to highly interactive approaches and fully automated knowledge-based systems. This paper discusses each basic approach and provides some comparative analysis. It is argued that both interactive and knowledge-based systems offer considerable promise to remedy the deficiencies of the earlier, more ad hoc post-editing approaches.

16 pages

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