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:
Nov. 05, 2024
Filed:
Apr. 03, 2020
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Gakuto Kurata, Tokyo, JP;
Kartik Audhkhasi, White Plains, NY (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/084 (2023.01); G06F 17/18 (2006.01); G06F 18/24 (2023.01); G06N 3/047 (2023.01); G10L 15/06 (2013.01);
U.S. Cl.
CPC ...
G10L 15/063 (2013.01); G06F 17/18 (2013.01); G06F 18/24 (2023.01); G06N 3/047 (2023.01); G06N 3/084 (2013.01);
Abstract
A technique for training a model is disclosed. A training sample including an input sequence of observations and a target sequence of symbols having length different from the input sequence of observations is obtained. The input sequence of observations is fed into the model to obtain a sequence of predictions. The sequence of predictions is shifted by an amount with respect to the input sequence of observations. The model is updated based on a loss using a shifted sequence of predictions and the target sequence of the symbols.