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. 01, 2026
Filed:
Apr. 01, 2024
International Business Machines Corporation, Armonk, NY (US);
Guy Uziel, Rishon Lezion, IL;
Esther Goldbraich, Kiryat Ata, IL;
Ateret Anaby-Tavor, Givat Ada, IL;
Adir Rahamim, Netanya, IL;
International Business Machines Corporation, Armonk, NY (US);
Abstract
A computer-implemented method comprising: receiving a source dataset comprising a plurality of textual data instances and corresponding labels in two or more classes; training a machine learning classifier on the source dataset; performing inference by the trained machine learning classifier over a subset of the data instances in the source dataset, to extract a hidden representation for each of said data instances in said subset; applying a trained multilayer perceptron (MLP) network to the extracted hidden representations, to generate a set of corresponding soft prompts; and feeding the generated set of soft-prompts as prompts for a trained language model, to tune the trained language model to reconstruct the data instances in the subset.