Invention Grant
- Patent Title: Machine translation using attention model and hypernetwork
-
Application No.: US16445660Application Date: 2019-06-19
-
Publication No.: US11151335B2Publication Date: 2021-10-19
- Inventor: Hwidong Na
- Applicant: SAMSUNG ELECTRONICS CO., LTD.
- Applicant Address: KR Suwon-si
- Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee Address: KR Suwon-si
- Agency: NSIP Law
- Priority: KR10-2018-0164484 20181218
- Main IPC: G06F40/58
- IPC: G06F40/58 ; G06N3/04 ; G06F40/30 ; G06F40/42 ; G06F40/55 ; G06F40/205

Abstract:
A machine translation method includes using an encoder of a source language to determine a feature vector from a source sentence expressed in the source language, using an attention model of a target language to determine context information of the source sentence from the determined feature vector, and using a decoder of the target language to determine a target sentence expressed in the target language from the determined context information.
Information query