VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training Paper • 2602.10693 • Published 16 days ago • 185
Does Your Reasoning Model Implicitly Know When to Stop Thinking? Paper • 2602.08354 • Published 18 days ago • 211
TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents Paper • 2602.07274 • Published 21 days ago • 204
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs Paper • 2602.10388 • Published 17 days ago • 232
Adaptive Batch-Wise Sample Scheduling for Direct Preference Optimization Paper • 2506.17252 • Published Jun 8, 2025 • 2
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger Paper • 2602.08222 • Published 18 days ago • 270