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Current statistical speech translation approaches predominantly rely on just text transcripts and are limited in their use of rich contextual information such as prosody and discourse function. In this paper, we explore the role of discourse context characterized through dialog acts (DAs) in statistical translation. We present a bag-of-words (BOW) model that exploits DA tags in translation and contrast...
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