Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks Paper • 2510.12635 • Published Oct 14, 2025 • 17
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks Paper • 2204.07705 • Published Apr 16, 2022 • 2
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model? Paper • 2504.13837 • Published Apr 18, 2025 • 139
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention Paper • 2502.11089 • Published Feb 16, 2025 • 167