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In this thesis, we present the LoRe-MT system (Low Resources Machine Translation) to translate Dutch to English. It is a demonstration of techniques for constructing MT systems for languages lacking extensive resources like bilingual corpora or complex parsers (so called low resource languages). We develop and test methods for relatively cheaply and easily building MT systems for new language pairs where extensive pre-existing resources may not be available.