公开(公告)号：US20240256965A1

公开(公告)日：2024-08-01

申请号：US18424624

申请日：2024-01-26

Applicant: Google LLC

Inventor： Hyung Won Chung ,  Barret Zoph ,  Dengyong Zhou ,  Liam Fedus ,  Shayne Longpre ,  Le Hou ,  Yi Tay ,  Jason Weng Wei ,  Siddhartha Brahma ,  Quoc V. Le

IPC: G06N20/00

CPC classification number: G06N20/00

Abstract: An example method for training a machine-learned sequence processing model includes obtaining a plurality of training examples for training the machine-learned sequence processing model. For each respective training example of the plurality of training examples, the example method includes: obtaining a respective query associated with the respective training example; inputting the respective query to the machine-learned sequence processing model; obtaining, from the machine-learned sequence processing model a response to the respective query and a trace of intermediate states from the respective query to the response; evaluating the response using a ground truth response associated with the respective training example; evaluating the trace using a ground truth trace associated with the respective training example; and updating one or more parameters of the machine-learned sequence processing model based on the evaluation of the response and based on the evaluation of the trace.