Patent ID: 11972463
Assignee: AMAZON TECHNOLOGIES, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 12:
13. 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 program the at least one processor to:
receive a plurality of text descriptions of a first item, the plurality of text descriptions including at least a first text description;
determine a list of categories relevant to the plurality of text descriptions, the list of categories including at least a first category and a second category;
determine a first category-specific representation of the plurality of text descriptions, the first category-specific representation representing words of the plurality of text descriptions that are semantically associated with the first category;
determine a second category-specific representation of the plurality of text descriptions, the second category-specific representation representing words of the plurality of text descriptions that are semantically associated with the second category;
generate, using at least one machine learned model, a first summary of the first text description based at least in part on the first category-specific representation, the first summary being relevant to the first category; and
generate, using the at least one machine learned model, a second summary of the first text description based at least in part on the second category-specific representation, the second summary being relevant to the second category of the list of categories; and
generate first output data comprising the first summary and the second summary.