V_{0.5}: Generalist Value Model as a Prior for Sparse RL Rollouts Paper • 2603.10848 • Published Mar 11 • 14
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification Paper • 2508.05629 • Published Aug 7, 2025 • 192
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates Paper • 2502.06772 • Published Feb 10, 2025 • 22