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:
Sep. 12, 2023
Filed:
Jan. 10, 2022
Applicant:
Salesforce.com, Inc., San Francisco, CA (US);
Inventors:
Tanya Goyal, Austin, TX (US);
Wojciech Kryscinski, Palo Alto, CA (US);
Nazneen Rajani, Mountain View, CA (US);
Assignee:
Salesforce, Inc., San Francisco, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/34 (2019.01); G06F 40/166 (2020.01); G06N 3/02 (2006.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06F 16/345 (2019.01); G06F 40/166 (2020.01); G06N 3/02 (2013.01); G06N 7/01 (2023.01);
Abstract
The decoder network includes multiple decoders trained to generate different types of summaries. The lower layers of the multiple decoders are shared. The upper layers of the multiple decoders do not overlap. The multiple decoders generate probability distributions. A gating mechanism combines the probability distributions of the multiple decoders into a probability distribution of the decoder network. Words in the summary are selected based on the probability distribution of the decoder network.