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Pattern Recognition approaches to Machine Translation and Computer Assisted Translation at PRHLT group. Pattern Recognition: Progress, Directions and Applications, 2006. Filiberto Plá, Petia Radeva, Jordi Vitrià (Editors). pp. 1-20. Centre de Visió per Computador. ISBN 84-933652-6-2A new and very promising approach is to use a computer to assist a human translator, thereby joining the power of computers with human expertise. In this regard, PRHLT group has concluded an important Computer Assisted Translation project, creating a translation engine capable of incorporating the corrections made by human during the translation process. This ensures high quality translations and productivity improvements.