SWE-RM: Execution-free Feedback For Software Engineering Agents Paper • 2512.21919 • Published 6 days ago • 8
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution Paper • 2510.25726 • Published Oct 29, 2025 • 45
Pitfalls of Rule- and Model-based Verifiers -- A Case Study on Mathematical Reasoning Paper • 2505.22203 • Published May 28, 2025 • 6
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond Paper • 2505.19641 • Published May 26, 2025 • 68
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping Paper • 2505.15612 • Published May 21, 2025 • 34
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization Paper • 2504.10127 • Published Apr 14, 2025 • 17
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published Mar 27, 2025 • 42
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Paper • 2503.18892 • Published Mar 24, 2025 • 31
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Paper • 2503.18892 • Published Mar 24, 2025 • 31
Predictive Data Selection: The Data That Predicts Is the Data That Teaches Paper • 2503.00808 • Published Mar 2, 2025 • 56
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners Paper • 2412.17256 • Published Dec 23, 2024 • 47
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models Paper • 2305.08322 • Published May 15, 2023
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models Paper • 2305.08322 • Published May 15, 2023