Patent ID: 11947912
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 13:
14. A system comprising:
at least one processor; and
at least one non-transitory computer-readable memory storing instructions that, when executed by the at least one processor, are effective to:
determine first input data representing a natural language input;
determine first data that is a first encoded representation of the first input data;
determine second data representing a grouping of a portion of the first input data based at least in part on the first data;
determine first entity embedding data from a first plurality of entity embeddings and using the second data, wherein the first plurality of entity embeddings are associated with a first class of named entities;
determine second entity embedding data from a second plurality of entity embeddings and using the second data, wherein the second plurality of entity embeddings are associated with a second class of named entities; and
generate third data using the first entity embedding data, the second entity embedding data, and the first data.