| Let's Verify Math Questions Step by Step | May 20, 2025 | MathMathematical Reasoning | CodeCode Available | 1 |
| Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards | May 19, 2025 | Mathematical Reasoning | CodeCode Available | 1 |
| RealMath: A Continuous Benchmark for Evaluating Language Models on Research-Level Mathematics | May 18, 2025 | Mathematical Reasoning | CodeCode Available | 1 |
| Reasoning on a Budget: Miniaturizing DeepSeek R1 with SFT-GRPO Alignment for Instruction-Tuned LLMs | May 16, 2025 | Deep Reinforcement LearningMathematical Reasoning | CodeCode Available | 1 |
| DRA-GRPO: Exploring Diversity-Aware Reward Adjustment for R1-Zero-Like Training of Large Language Models | May 14, 2025 | DiversityMathematical Reasoning | CodeCode Available | 1 |
| Crosslingual Reasoning through Test-Time Scaling | May 8, 2025 | Mathematical Reasoning | CodeCode Available | 1 |
| Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL | May 5, 2025 | Mathematical Reasoning | CodeCode Available | 1 |
| Rewriting Pre-Training Data Boosts LLM Performance in Math and Code | May 5, 2025 | Code GenerationGSM8K | CodeCode Available | 1 |
| Benchmarking Multimodal Mathematical Reasoning with Explicit Visual Dependency | Apr 24, 2025 | BenchmarkingMath | CodeCode Available | 1 |
| Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration | Apr 17, 2025 | Geometry Problem SolvingLarge Language Model | CodeCode Available | 1 |
