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:
Apr. 02, 2024

Filed:

May. 21, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Lei Mei, Ningbo, CN;

Kun Yan Yin, Ningbo, CN;

Yan Hu, Ningbo, CN;

Qi Ruan, Ningbo, CN;

Yan Feng Han, Ningbo, CN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 40/58 (2020.01); G06N 3/044 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 40/58 (2020.01); G06N 3/044 (2023.01); G06N 3/08 (2013.01);
Abstract

A user input in a source language is received. A set of contextual data is received. The user input is encoded into a user input feature vector. The set of contextual data is encoded into a context feature vector. The user input feature vector and the context feature vector are used to generate a fusion vector. An adaptive neural network is trained to identify a second context feature vector, based on the fusion vector. A second user input in the source language is received for translation into a target language. The adaptive neural network is used to determine, based on the second context feature vector, a second user input feature vector. The second user input feature vector is decoded, based on the source language and the target language, into a target language output. A user is notified of the target language output.


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