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| FastCuRL: Curriculum Reinforcement Learning with Progressive Context Extension for Efficient Training R1-like Reasoning Models | Mar 21, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Nexus: A Lightweight and Scalable Multi-Agent Framework for Complex Tasks Automation | Feb 26, 2025 | Code GenerationHumanEval | CodeCode Available | 2 |
| Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models | Feb 24, 2025 | GSM8KMath | CodeCode Available | 2 |
| SIFT: Grounding LLM Reasoning in Contexts via Stickers | Feb 19, 2025 | GSM8KMath | CodeCode Available | 2 |
| S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning | Feb 18, 2025 | Math | CodeCode Available | 2 |
| On the Emergence of Thinking in LLMs I: Searching for the Right Intuition | Feb 10, 2025 | Math | CodeCode Available | 2 |
| Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning | Feb 10, 2025 | MathMathematical Reasoning | CodeCode Available | 2 |
| GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? | Feb 7, 2025 | 8kInformation Retrieval | CodeCode Available | 2 |
