Publication: Treatment of Markup in Statistical Machine Translation
Treatment of Markup in Statistical Machine Translation
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Müller, M. (2017). Treatment of Markup in Statistical Machine Translation. 36–46. http://www.aclweb.org/anthology/W/W17/W17-4804.pdf
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We present work on handling XML markup in Statistical Machine Translation (SMT). The methods we propose can be used to effectively preserve markup (for instance inline formatting or structure) and to place markup correctly in a machine-translated segment. We evaluate our approaches with parallel data that naturally contains markup or where markup was inserted to create synthetic examples. In our experiments, hybrid reinsertion has proven the most accurate method to handle markup, while alignment masking and alignment reinsertion shoul
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Müller, M. (2017). Treatment of Markup in Statistical Machine Translation. 36–46. http://www.aclweb.org/anthology/W/W17/W17-4804.pdf
