公开(公告)号：US11625644B1

公开(公告)日：2023-04-11

申请号：US16793233

申请日：2020-02-18

Applicant: Amazon Technologies, Inc.

Inventor： Elad Haramaty ,  Liane Lewin-Eytan ,  David Carmel ,  Arnon Lazerson

IPC: G06N20/00 ,  G06F16/2457 ,  G06N7/01

Abstract: Devices and techniques are generally described for ranking of search results based on multiple objectives. In various examples, a first set of search results may be determined. A first objective and a second objective for ranking the first set of search results may be determined. A first label associated with the first objective may be selected for a first training data instance. A second label associated with the second objective may be selected for a second training data instance. A first machine learning model may be generated using the first training data instance and the second training data instance. In some examples, the first machine learning model may be effective to rank the first set of search results based at least in part on the first objective and the second objective.