Patent ID: 11914967
Assignee: RAYTHEON COMPANY
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. The non-transitory machine-readable medium of claim 10, wherein further parsing the training data includes generating:
a first set of training data that is a subset of the first training data that includes structured training data with more than the first threshold number of OOV words,
a second set of training data that is a subset of the second training data that includes structured training data with less than the first threshold number of OOV words,
a third set of training data that is a subset of the first training data that includes unstructured training data with more than the first threshold number of OOV words,
a fourth set of training data that is a subset of the second training data that includes unstructured training data with less than the first threshold number of OOV words,
a fifth set of training data that is a subset of the first training data that includes semi-structured training data with more than the first threshold number of OOV words, and
a sixth set of training data that is a subset of the second training data that includes semi-structured training data with less than the first threshold number of OOV words; and
the operations further include generating, using transfer learning and the general purpose language model, a respective trained model, including the first and second models, based on each respective set of the total training data.