The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
May. 20, 2025

Filed:

Jan. 08, 2024
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Andrew M. Dai, San Francisco, CA (US);

Quoc V. Le, Sunnyvale, CA (US);

Assignee:

Google LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/04 (2023.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01);
Abstract

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a neural network. One of the methods includes training a language model neural network, wherein the language model neural network comprises the one or more neural network layers and an output layer, and wherein training the language model neural network comprises determining pre-trained values of the parameters of the one or more neural network layers from initial values of the parameters of the one or more neural network layers; and training the neural network on a plurality of training documents to determine trained values of the parameters of the one or more neural network layers from the pre-trained values of the parameters of the one or more neural network layers.


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