PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models Paper • 2605.20873 • Published May 20 • 44
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid? Paper • 2605.06527 • Published May 7 • 47
APEX-SQL: Talking to the data via Agentic Exploration for Text-to-SQL Paper • 2602.16720 • Published Feb 11 • 1
From Abstract to Contextual: What LLMs Still Cannot Do in Mathematics Paper • 2601.23048 • Published Jan 30 • 1
AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting Paper • 2505.18822 • Published May 24, 2025 • 15
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation Paper • 2406.09961 • Published Jun 14, 2024 • 55
