| SiLVR: A Simple Language-based Video Reasoning Framework | May 30, 2025 | MathMME | CodeCode Available | 1 |
| Harnessing Negative Signals: Reinforcement Distillation from Teacher Data for LLM Reasoning | May 30, 2025 | MathMathematical Reasoning | CodeCode Available | 1 |
| A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings | May 30, 2025 | Math | CodeCode Available | 1 |
| Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start | May 28, 2025 | MathMultimodal Reasoning | CodeCode Available | 1 |
| ChatVLA-2: Vision-Language-Action Model with Open-World Embodied Reasoning from Pretrained Knowledge | May 28, 2025 | Imitation LearningMath | CodeCode Available | 1 |
| REAL-Prover: Retrieval Augmented Lean Prover for Mathematical Reasoning | May 27, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Unifying Multimodal Large Language Model Capabilities and Modalities via Model Merging | May 26, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RaDeR: Reasoning-aware Dense Retrieval Models | May 23, 2025 | MathMathematical Problem-Solving | CodeCode Available | 1 |
| Value-Guided Search for Efficient Chain-of-Thought Reasoning | May 23, 2025 | Math | CodeCode Available | 1 |
| Decoupled Visual Interpretation and Linguistic Reasoning for Math Problem Solving | May 23, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
