Method and System of Optimal Selection Strategy for Statistical Classifications
First Claim
1. A method comprising:
- receiving a plurality of predictions and a plurality of probabilities, wherein the predictions predict a received input and each of the probabilities corresponds to a prediction; and
dynamically selecting a set of predictions from the plurality of predictions by generating ranked predictions by ordering the plurality of predictions according to descending probability.
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Abstract
An optimal selection or decision strategy is described through an example that includes use in dialog systems. The selection strategy or method includes receiving multiple predictions and multiple probabilities. The received predictions predict the content of a received input and each of the probabilities corresponds to one of the predictions. In an example dialog system, the received input includes an utterance. The selection method includes dynamically selecting a set of predictions from the received predictions by generating ranked predictions. The ranked predictions are generated by ordering the plurality of predictions according to descending probability.
53 Citations
21 Claims
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1. A method comprising:
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receiving a plurality of predictions and a plurality of probabilities, wherein the predictions predict a received input and each of the probabilities corresponds to a prediction; and dynamically selecting a set of predictions from the plurality of predictions by generating ranked predictions by ordering the plurality of predictions according to descending probability. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A system comprising:
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a processor; an input coupled to the processor and configured to receive a plurality of predictions and a plurality of probabilities, wherein the predictions predict a received input and each of the probabilities corresponds to a prediction; and a decision component coupled to the processor and configured to dynamically select a set of predictions from the plurality of predictions by generating ranked predictions by ordering the plurality of predictions according to descending probability. - View Dependent Claims (9, 10, 11, 12, 13, 14, 15, 16, 17)
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18. Computer readable media including executable instructions which, when executed in a processing system, control selection of output predictions by:
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receiving a plurality of predictions and a plurality of probabilities, wherein the predictions predict a received input and each of the probabilities corresponds to a prediction; and dynamically selecting a set of predictions from the plurality of predictions by generating ranked predictions by ordering the plurality of predictions according to descending probability. - View Dependent Claims (19, 20, 21)
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Specification