GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
IEEE

Leveraging Query-Guided Submodular ICL for Intent Translation in Intent-Based Networking with Large Language Models

Abstract: Network automation is critical for Intelligent Internet of Things (IIoT) systems, such as industrial networks and smart cities, where managing heterogeneous devices at scale poses ...
IEEE

Gar: A Generate-and-Rank Approach for Natural Language to SQL Translation

Abstract: A Natural Language (NL) Interface to Databases (NLIDB) aims to help end-users access databases. State-of-the-art approaches primarily construct language translation models to convert NL ...
GitHub

4R9UN/mcp-kql-server

A Model Context Protocol (MCP) server that transforms natural language questions into optimized KQL queries with intelligent schema discovery, AI-powered caching, and seamless Azure Data Explorer ...