公开(公告)号：US20230205994A1

公开(公告)日：2023-06-29

申请号：US17561581

申请日：2021-12-23

Applicant: Google LLC

Inventor： Jason Weng Wei ,  Maarten Paul Bosma ,  Yuzhe Zhao, JR. ,  Kelvin Gu ,  Quoc V. Le

IPC: G06F40/284 ,  G06F40/30 ,  G06N3/10 ,  G06N5/04

CPC classification number: G06F40/284 ,  G06F40/30 ,  G06N3/10 ,  G06N5/04

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for performing a machine learning task on an input to generate an output. In one aspect, one of the method includes receiving input data that describes an input of a machine learning task; receiving candidate output data that describes a set of candidate classification outputs of the machine learning task for the input; generating an input sequence that includes the input and the set of candidate classification outputs; processing the input sequence using a neural network to generate a network output that specifies a respective score for each candidate classification output in the set of candidate classification outputs; and generating an output of the machine learning task for the input, comprising selecting, as the output, a selected candidate classification output from the set of candidate classification outputs using the respective scores.