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Language-understanding training database action pair augmentation using bidirectional translation

  • US 8,073,683 B2
  • Filed: 12/16/2008
  • Issued: 12/06/2011
  • Est. Priority Date: 12/08/2000
  • Status: Expired due to Fees
First Claim
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1. A method for augmenting an initial training database, comprising:

  • receiving a training example from the initial training database, wherein the training example is from an action pair comprising the training example and an action command associated with the training example;

    translating the training example to an output, wherein the output comprises a variation of the training sample;

    translating the output to a first variant of the training example; and

    storing an augmented action pair including the first variant of the training example and the action command associated with the training example in an augmented training database.

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