Patent Document ID: 9761225
Application ID: 14314248

Base Claim:
1. A method, comprising: generating, by at least one processor of a computing platform comprising the at least one processor and a memory, a plurality of natural language understanding (NLU) interpretation selection models that includes a generic NLU interpretation selection model that is not specialized for a specific set of NLU interpretations type, a first specialized NLU interpretation selection model specific to a first set of NLU interpretations type, and a second specialized NLU interpretation selection model, the second specialized NLU interpretation selection model being specific to a second set of NLU interpretations type, the second set of NLU interpretations type being different from the first set of NLU interpretations type; receiving natural language input data comprising: a first data portion comprising sets of NLU interpretations types corresponding to the first set of NLU interpretations type, a second data portion comprising sets of NLU interpretations types corresponding to the second set of NLU interpretations type, and a third data portion; parsing the natural language input data to identify the first data portion and the second data portion; identifying a remainder of the natural language input data as the third data portion; processing, by the at least one processor, the first data portion using the first specialized NLU interpretation selection model; processing, by the at least one processor, the second data portion using the second specialized NLU interpretation selection model; and processing, by the at least one processor, the third data portion using the generic NLU interpretation selection model.

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Claim 2:
2. The method of claim 1 , comprising: extracting, by the at least one processor, a plurality of sets of NLU interpretations types from a dataset comprising natural language input data; and classifying, by that least one processor, each set of NLU interpretations type of the plurality of sets of NLU interpretations types as corresponding to a set of NLU interpretations types.