Patent ID: 11941361
Assignee: UNIFIED COMPLIANCE FRAMEWORK (NETWORK FRONTIERS)
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 4:
5. The method of claim 1, further comprising:
receiving a distinguished sentence not among the plurality of training examples;
subjecting the distinguished sentence to natural language preprocessing to obtain natural language preprocessing results for the distinguished sentence;
for each of the plurality of constituent models, invoking the constituent model against the distinguished sentence and the natural language preprocessing results for the distinguished sentence to obtain a constituent model result for the distinguished sentence that identifies one or more portions of the distinguished sentence each as a multi-word expression and specifies whether each multi-word expression is a noun multi-word expression or a verb multi-word expression; and
applying the trained machine learning model to the distinguished sentence, the natural language preprocessing results for the distinguished sentence, and the constituent model results to obtain a prediction identifying one or more multi-word expressions occurring in the distinguished sentence, and, for each multi-word expression identified as occurring in the sentence, an indication of whether the multi-word expression is a noun multi-word expression or a verb multi-word expression.