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. 24, 2023
Filed:
Mar. 16, 2020
Applicant:
Robert Bosch Gmbh, Stuttgart, DE;
Inventors:
Kaiqiang Song, Oviedo, FL (US);
Bingqing Wang, Mountain View, CA (US);
Assignee:
Robert Bosch GmbH, Stuttgart, DE;
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/2457 (2019.01); G06F 40/56 (2020.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06Q 10/10 (2012.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/24578 (2019.01); G06F 40/56 (2020.01); G06N 3/0454 (2013.01); G06N 3/088 (2013.01); G06Q 10/10 (2013.01);
Abstract
A generative automatic text summarization system and method is disclosed that may adopt a search and reranking strategy to improve the performance of a summarization task. The system and method may employ a transformer neural model to assist with the summarization task. The transformer neural model may be trained to learn human abstracts and may then be operable to generate abstractive summaries. With multiple summary hypothesis generated, a best-first search algorithm and reranking algorithm may be employed to select the best candidate summary as part of the output summary.