Invention Grant
- Patent Title: Enhancing multi-lingual embeddings for cross-lingual question-answer system
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Application No.: US17103649Application Date: 2020-11-24
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Publication No.: US11574130B2Publication Date: 2023-02-07
- Inventor: Mihaela Ancuta Bornea , Lin Pan , Sara Rosenthal , Avirup Sil , Radu Florian
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Patterson + Sheridan, LLP
- Main IPC: G06F40/58
- IPC: G06F40/58 ; G06F40/30 ; G06N20/00

Abstract:
A method includes receiving, by a question-answer system, a question in a first language and the question in a second language and predicting, by the question-answer system, a first answer to the question in the first language and a second answer to the question in the second language. The method also includes generating, by the question-answer system, a first vector representing the question in the first language and a second vector representing the question in the second language and adjusting the question-answer system based on the first and second answers and the first and second vectors such that when the question-answer system subsequently generates a third vector representing the question in the first language and a fourth vector representing the question in the second language, a distance between the third and fourth vectors is less than a distance between the first and second vectors.
Public/Granted literature
- US20220164538A1 ENHANCING MULTI-LINGUAL EMBEDDINGS FOR CROSS-LINGUAL QUESTION-ANSWER SYSTEM Public/Granted day:2022-05-26
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