| 3D-Properties: Identifying Challenges in DPO and Charting a Path Forward | Jun 11, 2024 | Instruction FollowingMathematical Problem-Solving | —Unverified | 0 | 0 |
| Bayesian artificial brain with ChatGPT | Aug 28, 2023 | Mathematical Problem-Solving | —Unverified | 0 | 0 |
| Reasoning Models Can Be Effective Without Thinking | Apr 14, 2025 | Automated Theorem ProvingMathematical Problem-Solving | —Unverified | 0 | 0 |
| Scaling Autonomous Agents via Automatic Reward Modeling And Planning | Feb 17, 2025 | Decision MakingMathematical Problem-Solving | —Unverified | 0 | 0 |
| Scaling Laws for Autoregressive Generative Modeling | Oct 28, 2020 | Mathematical Problem-Solving | —Unverified | 0 | 0 |
| SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models | Feb 25, 2025 | Continual LearningGSM8K | —Unverified | 0 | 0 |
| VisAidMath: Benchmarking Visual-Aided Mathematical Reasoning | Oct 30, 2024 | BenchmarkingHallucination | —Unverified | 0 | 0 |
| Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models | Mar 4, 2025 | GSM8KMath | —Unverified | 0 | 0 |
| Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs | May 16, 2025 | Mathematical Problem-SolvingReinforcement Learning (RL) | —Unverified | 0 | 0 |
| SMART: Self-Generating and Self-Validating Multi-Dimensional Assessment for LLMs' Mathematical Problem Solving | May 22, 2025 | DiagnosticMathematical Problem-Solving | —Unverified | 0 | 0 |
