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.
Patent No.:
Date of Patent:
Jan. 13, 2026
Filed:
Aug. 31, 2021
Applicant:
Naver Corporation, Seongnam-si, KR;
Inventors:
Stéphane Clinchant, Meylan, FR;
Badr Youbi Idrissi, Gagnac sur Garonne, FR;
Assignee:
NAVER CORPORATION, Seongnam-si, KR;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/58 (2020.01);
U.S. Cl.
CPC ...
G06F 40/58 (2020.01);
Abstract
Methods and systems for training a neural language model. Clean sequence pairs are received including clean source and target sequences. For each clean sequence pair, a noisy version is sampled with an adversarial generator to generate a noisy sequence pair. Parameters of the neural language model are optimized on the clean and noisy sequence pairs. Parameters of the adversarial generator are optimized to minimize a modeling loss of the adversarial generator and maximize a neural language loss of the neural language model using backpropagation.