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:
Oct. 22, 2024

Filed:

Apr. 14, 2022
Applicant:

Naver Corporation, Gyeonggi-do, KR;

Inventors:

Julien Perez, Grenoble, FR;

Denys Proux, Vif, FR;

Michael Niemaz, Saint Pierre d'Allevard, FR;

Assignee:

NAVER CORPORATION, Gyeonggi-Do, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/9032 (2019.01); G06F 16/332 (2019.01); G06F 40/30 (2020.01); G06F 40/58 (2020.01); G06N 3/042 (2023.01); G06N 3/0455 (2023.01); G06N 3/0464 (2023.01); G06N 3/0895 (2023.01); G06N 3/10 (2006.01);
U.S. Cl.
CPC ...
G06F 40/58 (2020.01); G06F 16/90332 (2019.01); G06N 3/10 (2013.01);
Abstract

A confidence estimation system includes: a neural network including at least one an attention module including N heads configured to: generate attention matrices based on interactions between tokens for words in an input sequence of words, the input sequence of words including a word that is obscured; and determine the word that is obscured in the input sequence; and a confidence module configured to determine a confidence value indicative of a probability of the neural network correctly determining the word that is obscured, the confidence module determining the confidence value of the word that is obscured using a convolutional neural network that projects the attention matrices generated by the attention module over a multi-dimensional space, the attention matrices recording interactions between the tokens in the input sequence of words without information regarding the tokens for the words and the word that is obscured.


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