dbForge 2025.3: AI Assistant in SQL Complete, Expanded Connectivity, and Smarter SQL Workflows

Forge 2025.3 adds AI Assistant to SQL Complete, supports SSMS 22, Visual Studio 2026, MySQL 9.5, MariaDB 12.2, and ...
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

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 ...
IEEE

LLM on FPGA: Squeezing Language Models by Quantization and Multi-Query Attention and its Efficient Hardware Architecture

Abstract: We present an on-chip implementation of a compressed Transformer-based language model on a Xilinx Artix-7 FPGA. Our contributions include: (1) combining ultra-low-precision quantization (4 ...