A novel approach to computer-assisted translation based on finite-state transducers

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Abstract

Computer-Assisted Translation (CAT) is an alternative approach to Machine Translation, that integrates human expertise into the automatic translation process. In this framework, a human translator interacts with a translation system that dynamically offers a list of translations that best completes the part of the sentence already translated. Stochastic finite-state transducer technology is proposed to support this CAT system. The system was assessed on two real tasks of different complexity in several languages.

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Civera, J., Vilar, J. M., Cubel, E., Lagarda, A. L., Barrachina, S., Casacuberta, F., & Vidal, E. (2006). A novel approach to computer-assisted translation based on finite-state transducers. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 4002 LNAI, pp. 32–42). Springer Verlag. https://doi.org/10.1007/11780885_5

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