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:
Aug. 06, 2024

Filed:

May. 20, 2019
Applicant:

Nippon Telegraph and Telephone Corporation, Tokyo, JP;

Inventors:

Takafumi Moriya, Tokyo, JP;

Yoshikazu Yamaguchi, Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/16 (2006.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G10L 15/06 (2013.01); G10L 15/18 (2013.01); G10L 15/197 (2013.01); G10L 15/22 (2006.01);
U.S. Cl.
CPC ...
G10L 15/16 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G10L 15/063 (2013.01); G10L 15/1815 (2013.01); G10L 15/197 (2013.01); G10L 15/22 (2013.01); G10L 2015/0635 (2013.01);
Abstract

Apparatuses and methods are provided for adding a word or a character to a machine learning model for training the machine learning model. In particular, a model learning apparatus executes operations comprising adding a word or a character to be added to a neural network as a machine learning model to the output layer of the neural network. The operations further comprise calculating an output probability distribution of an output from the output layer of the neural network when a feature amount of the word or the character is input to the neural network. Given the output probability distribution and a correct feature amount of the word or the character, the operations further comprise updating a parameter of the output layer of the neural network.


Find Patent Forward Citations

Moriya, Takafumi. (2024). Model learning apparatus, method and program (U.S. Patent No. 12057107). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12057107

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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