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:
Dec. 30, 2025
Filed:
May. 12, 2023
Applicant:
Salesforce, Inc., San Francisco, CA (US);
Inventors:
Hailin Chen, Singapore, SG;
Shafiq Rayhan Joty, San Jose, CA (US);
Amrita Saha, Singapore, SG;
Chu Hong Hoi, Singapore, SG;
Assignee:
Salesforce, Inc., San Francisco, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/284 (2020.01); G06N 3/0455 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06F 40/284 (2020.01); G06N 3/0455 (2023.01); G06N 3/084 (2013.01);
Abstract
Embodiments described herein provide a data driven framework that (i) translates demonstration examples to a fixed-length soft prompt—a sequence of soft tokens; and (ii) learns a global (not generated from demonstrations) soft prompt. The framework then combines the global prompt, the translated prompts and the original context to create an augmented context which is given as final input for the backbone LM to use.