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US 2017/0371870 A1Published application
Machine translation system employing classifier
AssigneeFacebook, Inc.
InventorsMatthias Gerhard Eck, Priya Goyal
Life of this patent
Estimating the term…
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AssigneeFacebook, Inc.
InventorsMatthias Gerhard Eck, Priya Goyal
Estimating the term…
Exemplary embodiments relate to detecting, removing, and/or replacing objectionable words and phrases in a machine-generated translation. A classifier identifies translations containing target words or phrases. The classifier may be applied to the output translation to remove target words and phrases from the translation, or to prevent target words and phrases from being automatically presented. Further, the classifier may be applied to a translation model to prevent the target words and phrases from appearing in the output translation. Still further, the classifier may be applied to training data so that the translation model is not trained using the target words of phrases. The classifier may remove target words or phrases only when the target words or phrases appear in the output translation but not the source language input data. The classifier may be provided as a standalone service, or may be employed in the context of a machine translation system.
A method comprising:
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A non-transitory computer-readable medium storing instructions that, when executed by one or more processors, cause the one or more processors to:
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An apparatus comprising:
17-18. (canceled)
Dependencies are inferred from the claim text.