The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published May 28 • 131
AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning Paper • 2505.11896 • Published May 17 • 58
Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model Paper • 2504.15843 • Published Apr 22 • 17
LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs Paper • 2504.14655 • Published Apr 20 • 20
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback Paper • 2503.22230 • Published Mar 28 • 45
