Pitfalls of Rule- and Model-based Verifiers -- A Case Study on Mathematical Reasoning Paper • 2505.22203 • Published 22 days ago • 6
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping Paper • 2505.15612 • Published 29 days ago • 33
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Paper • 2503.18892 • Published Mar 24 • 31
Predictive Data Selection: The Data That Predicts Is the Data That Teaches Paper • 2503.00808 • Published Mar 2 • 57
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners Paper • 2412.17256 • Published Dec 23, 2024 • 48
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models Paper • 2305.08322 • Published May 15, 2023