MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents Paper • 2601.03236 • Published Jan 6 • 7
XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQL Paper • 2411.08599 • Published Nov 13, 2024 • 2
XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL Paper • 2507.04701 • Published Jul 7, 2025 • 1
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning Paper • 2504.08600 • Published Apr 11, 2025 • 33
SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications Paper • 2506.18951 • Published Jun 23, 2025 • 22
view article Article Community Evals: Because we're done trusting black-box leaderboards over the community +5 22 days ago • 80
view article Article IBM and UC Berkeley Diagnose Why Enterprise Agents Fail Using IT-Bench and MAST 7 days ago • 14