DataPrep-Bench: Benchmarking LLMs as Training Data Preparators Paper • 2607.20465 • Published May 19 • 55
TokenPilot: Cache-Efficient Context Management for LLM Agents Paper • 2606.17016 • Published Jun 15 • 16
Rewarding the Scientific Process: Process-Level Reward Modeling for Agentic Data Analysis Paper • 2604.24198 • Published Apr 27 • 23
DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models Paper • 2603.26164 • Published Mar 27 • 365
GEMS: Agent-Native Multimodal Generation with Memory and Skills Paper • 2603.28088 • Published Mar 30 • 88