Efficient online domain adaptation
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United States of America Patent
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Dec 15, 2015
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app pub date -
Oct 10, 2013
filing date -
Oct 10, 2013
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Abstract
Systems and methods for efficient online domain adaptation are provided herein. Methods may include receiving a post-edited machine translated sentence pair, updating a machine translation model by adjusting translation weights for a translation memory and a language model while generating test machine translations of the machine translated sentence pair until one of the test machine translations approximately matches the post-edits for the machine translated sentence pair, and retranslating the remaining machine translation sentence pairs that have yet to be post-edited using the updated machine translation model.
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