AdaR1: From Long-CoT to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization Paper • 2504.21659 • Published 9 days ago • 11
TF1-EN-3M: Three Million Synthetic Moral Fables for Training Small, Open Language Models Paper • 2504.20605 • Published 10 days ago • 13
Softpick: No Attention Sink, No Massive Activations with Rectified Softmax Paper • 2504.20966 • Published 10 days ago • 25
100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models Paper • 2505.00551 • Published 8 days ago • 29
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce Paper • 2504.11343 • Published 24 days ago • 16
DataDecide: How to Predict Best Pretraining Data with Small Experiments Paper • 2504.11393 • Published 24 days ago • 17
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations Paper • 2504.10481 • Published 25 days ago • 84
VAPO: Efficient and Reliable Reinforcement Learning for Advanced Reasoning Tasks Paper • 2504.05118 • Published Apr 7 • 25
GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning Paper • 2504.00891 • Published Apr 1 • 13