SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale Paper • 2602.23866 • Published 11 days ago • 80
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning Paper • 2603.02024 • Published 8 days ago • 42
Does Your Reasoning Model Implicitly Know When to Stop Thinking? Paper • 2602.08354 • Published 29 days ago • 261
Imagination Helps Visual Reasoning, But Not Yet in Latent Space Paper • 2602.22766 • Published 12 days ago • 39
HyTRec: A Hybrid Temporal-Aware Attention Architecture for Long Behavior Sequential Recommendation Paper • 2602.18283 • Published 18 days ago • 53
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration Paper • 2602.05400 • Published Feb 5 • 345
ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation Paper • 2601.21420 • Published Jan 29 • 42
Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind Paper • 2601.15715 • Published Jan 22 • 14
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies Paper • 2512.19673 • Published Dec 22, 2025 • 64
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published Dec 1, 2025 • 105