Apparatus and method for model adaptation for spoken language understanding
First Claim
Patent Images
1. A method of building a classification model, comprising:
- obtaining labeled data for a target application; and
forming a new classification model for use with the target application by using the labeled data for adaptation of an existing classification model.
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Abstract
An apparatus and a method are provided for building a spoken language understanding model. Labeled data may be obtained for a target application. A new classification model may be formed for use with the target application by using the labeled data for adaptation of an existing classification model. In some implementations, the existing classification model may be used to determine the most informative examples to label.
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Citations
20 Claims
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1. A method of building a classification model, comprising:
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obtaining labeled data for a target application; and
forming a new classification model for use with the target application by using the labeled data for adaptation of an existing classification model. - View Dependent Claims (2, 3, 4, 5, 6)
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7. An apparatus comprising:
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a processor; and
storage for storing instructions for the processor, wherein;
the apparatus is configured to;
obtain labeled data for a target application; and
form a new classification model for use with the target application by using the labeled data for adaptation of an existing classification model. - View Dependent Claims (8, 9, 10, 11)
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12. A machine-readable medium having instructions, stored therein, for a processor, the machine-readable medium comprises:
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instructions for inputting labeled data for a target application; and
instructions for forming a new classification model for use with the target application by using the labeled data for adaptation of an existing classification model. - View Dependent Claims (13, 14, 15, 16)
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17. An apparatus comprising:
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means for obtaining labeled data for a target application; and
means for forming a new classification model for use with the target application by using the labeled data for adaptation of an existing classification model. - View Dependent Claims (18, 19, 20)
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Specification