AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning Paper • 2505.11896 • Published May 17 • 58
Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models Paper • 2505.10554 • Published May 15 • 120
Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model Paper • 2504.15843 • Published Apr 22 • 17
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback Paper • 2503.22230 • Published Mar 28 • 45
AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence Paper • 2502.13943 • Published Feb 19 • 8
LongRecipe: Recipe for Efficient Long Context Generalization in Large Languge Models Paper • 2409.00509 • Published Aug 31, 2024 • 42
