| PoLAR: Polar-Decomposed Low-Rank Adapter Representation | Jun 3, 2025 | Mathematical Problem-SolvingRiemannian optimization | —Unverified | 0 |
| Evaluation of LLMs for mathematical problem solving | May 30, 2025 | GSM8KMathematical Problem-Solving | —Unverified | 0 |
| Decomposing Elements of Problem Solving: What "Math" Does RL Teach? | May 28, 2025 | MathMathematical Problem-Solving | CodeCode Available | 0 |
| Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision | May 26, 2025 | HallucinationMath | CodeCode Available | 0 |
| Surrogate Signals from Format and Length: Reinforcement Learning for Solving Mathematical Problems without Ground Truth Answers | May 26, 2025 | Logical ReasoningMathematical Problem-Solving | CodeCode Available | 0 |
| Can reasoning models comprehend mathematical problems in Chinese ancient texts? An empirical study based on data from Suanjing Shishu | May 22, 2025 | Mathematical Problem-Solving | —Unverified | 0 |
| SMART: Self-Generating and Self-Validating Multi-Dimensional Assessment for LLMs' Mathematical Problem Solving | May 22, 2025 | DiagnosticMathematical Problem-Solving | —Unverified | 0 |
| Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems | May 21, 2025 | BenchmarkingMath | —Unverified | 0 |
| HARDMath2: A Benchmark for Applied Mathematics Built by Students as Part of a Graduate Class | May 17, 2025 | MathMathematical Problem-Solving | CodeCode Available | 0 |
| Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs | May 16, 2025 | Mathematical Problem-SolvingReinforcement Learning (RL) | —Unverified | 0 |
