Patent ID: 11934785
Assignee: TARGET BRANDS, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. A system comprising:
a programmable circuit; and
a memory storing computer-executable instructions which, when executed by the programmable circuit, cause the system to:
provide query text received at a retail website to a named entity recognition model implemented on a computing system, the neural network model comprising a neural network having a plurality of layers, wherein at least one layer comprises a plurality of loss functions including a named entity tag learning loss function and an intent classification loss function;
obtain, from the neural network model, an identification of a named entity and a query intent derived from the query text; and
return, via the retail website, a response to the query text in accordance with the query intent and based, at least in part, on the identification of the named entity.