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Statistical machine translation employing efficient parameter training
Statistical machine translation employing efficient parameter training
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机译:统计机器翻译采用有效的参数训练
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摘要
A statistical machine translation (SMT) system employs a conditional translation probability conditioned on the source language content. A model parameters optimization engine is configured to optimize values of parameters of the conditional translation probability using a translation pool comprising candidate aligned translations for source language sentences having reference translations. The model parameters optimization engine adds candidate aligned translations to the translation pool by sampling available candidate aligned translations in accordance with the conditional translation probability.
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