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

Claim 5:
6. The method of claim 5, further comprising:
receiving an indication that a specified multi-word expression identified by the obtained prediction in the distinguished sentence is an invalid multi-word expression;
in response to receiving the indication:
constructing an exclusion training observation for the distinguished sentence that comprises:
independent variable values comprising:
the distinguished sentence;
the natural language preprocessing results for the distinguished sentence; and
the constituent model result obtained for the distinguished sentence by each of the plurality of constituent models; and

dependent variable values comprising:
the training example's information identifying one or more multi-word phrases occurring in the sentence from which the specified multi-word expression is excluded; and
the training example's indications, for each multi-word phrase identified as occurring in the sentence, of whether the multi-word phrase is a noun multi-word expression or a verb multi-word expression; and

using the constructed training observation to train the machine learning model to predict dependent variable values based on independent variable values.