In this paper, we present a novel framework for phrase based translation system using translation memory by concept labeling. The concepts are labeled on the input text, followed by the conversion of text into phrases. The phrase is searched throughout the translation memory, where the parallel corpus is stored. The translation memory displays all source and target phrases, wherever the input phrase is present in them. Target phrase corresponding to the output source phrase having the same concept as that of input source phrase, is chosen as the best translated phrase. The system is implemented for English to Tamil translation.
R. Harshawardhan, Augustine, M. Sara, and Dr. Soman K. P., “Phrase based English–Tamil Translation System by Concept Labeling using Translation Memory”, International Journal of Computer Applications (0975–8887), vol. 20, 2011.