GitHub

kurhula/yeounoh_lc_nl2sql

@article{chung2025long, title={Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL}, author={Chung, Yeounoh and Kakkar, Gaurav T and Gan, Yu and Milne, Brenton and Ozcan, Fatma} ...
GitHub

n8n NL2SQL Intelligent Data Query Workflow

（The concept behind this version is to parse keywords from the user's question using an LLM, query the system's relevant dictionary tables based on those keywords, and attempt to guess the user's ...
IEEE

NL2SQL Generation Technology for Multi-Source Heterogeneous Data Based on RLHF and Knowledge Graph

Abstract: Relying on simple rule matching methods can only mechanically transform simple semantics, resulting in low NL2SQL generation efficiency. This paper studies NL2SQL generation technology for ...
IEEE

CLEAR: A Parser-Independent Disambiguation Framework for NL2SQL

Abstract: Parsing Natural Language to SQL (NL2SQL) helps users who are not proficient in databases to efficiently query desired data through natural language. Although existing NL2SQL parsers ...
azoai

XiYan-SQL Revolutionizes NL2SQL Tasks with State-of-the-Art Framework

*Important notice: arXiv publishes preliminary scientific reports that are not peer-reviewed and, therefore, should not be regarded as definitive, used to guide development decisions, or treated as ...