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:
Nov. 11, 2025
Filed:
Mar. 30, 2023
Google Llc, Mountain View, CA (US);
Ruoxi Sun, Santa Clara, CA (US);
Xingchen Wan, Oxford, GB;
Hanjun Dai, San Jose, CA (US);
Sercan Omer Arik, San Francisco, CA (US);
Tomas Pfister, Redwood Shores, CA (US);
Google LLC, Mountain View, CA (US);
Abstract
Aspects of the disclosure are directed to automatically selecting examples in a prompt for an LLM to demonstrate how to perform tasks. Aspects of the disclosure can select and build a set of examples from LLM zero-shot outputs via predetermined criteria that can combine consistency, diversity, and repetition. In the zero-shot setting for three different LLMs, using only LLM predictions, aspects of the disclosure can improve performance up to 15% compared to zero-shot baselines and can match or exceed few-shot base-lines for a range of reasoning tasks.