IEEE

Leveraging Large Language Models for Medical Information Extraction and Query Generation

Abstract: This paper introduces a system which integrates large language models (LLMs) into clinical trials retrieval, improving patient-trial matching while preserving data privacy and expert ...
Microsoft

Welding Natural Language Queries to Analytics IRs with LLMs

From the recent momentum behind translating natural language to SQL (nl2sql), to commercial product offerings such as Co-Pilot for Microsoft Fabric, Large Language Models (LLMs) are poised to have a ...
IEEE

Generate Text-to-SQL Queries Based on Sketch Filling

Abstract: The Text-to-SQL task has significant application prospects in automating relational database query interfaces. It can reduce user learning costs and improve data query efficiency. However, ...