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:
Oct. 06, 2026
Filed:
Feb. 29, 2024
International Business Machines Corporation, Armonk, NY (US);
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
One or more computer-implemented methods, computer systems and/or computer program products of use provided herein relate to employing a task attention mechanism for context window augmentation of a large language model (LLM). In various embodiments, a computer-implemented method comprises receiving, at a machine learning model, first text data. The computer-implemented method further comprises determining, via the machine learning model, a token length of the first text data. The computer-implemented method further comprises in response to determining that the token length is greater than a threshold token length of a first language machine learning model, generating via the machine learning model a first logical graph from the first text data, wherein the first logical graph incorporates tokens exceeding the threshold token length of the first language machine learning model without a portion of the first text data becoming eliminated, and the first logical graph is incorporated within the machine learning model.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile