SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning Paper • 2506.08989 • Published Jun 10 • 15
Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs Paper • 2506.14245 • Published Jun 17 • 39
TL;DR: Too Long, Do Re-weighting for Effcient LLM Reasoning Compression Paper • 2506.02678 • Published Jun 3 • 5