公开(公告)号：US20240362212A1

公开(公告)日：2024-10-31

申请号：US18225277

申请日：2023-07-24

Applicant: Google LLC

Inventor： Ruoxi Sun ,  Sercan Omer Arik ,  Rajarishi Sinha ,  Hootan Nakhost ,  Hanjun Dai ,  Pengcheng Yin

IPC: G06F16/2452 ,  G06F16/242

CPC classification number: G06F16/24522 ,  G06F16/2433

Abstract: Aspects of the disclosure are directed to methods, systems, and non-transitory computer readable media for automatically generating queries on a database from natural language text using in-context learning to leverage zero-shot and few-shot adaptation capabilities of large language models (LLMs). The methods, systems, and non-transitory computer readable media can consider database information, employ execution based consistency decoding, and employ a mixture of prompts and/or LLMs.