Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning Paper • 2506.01939 • Published Jun 2 • 187
NOVER: Incentive Training for Language Models via Verifier-Free Reinforcement Learning Paper • 2505.16022 • Published May 21 • 4
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space Paper • 2511.20102 • Published Nov 25 • 26
Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds Paper • 2511.08892 • Published Nov 12 • 201
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance Paper • 2510.03528 • Published Oct 3 • 17
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space Paper • 2511.20102 • Published Nov 25 • 26
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation Paper • 2412.13649 • Published Dec 18, 2024 • 21
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space Paper • 2511.20102 • Published Nov 25 • 26 • 3
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States Paper • 2510.11052 • Published Oct 13 • 51