| How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition | Oct 9, 2023 | Code GenerationInstruction Following | CodeCode Available | 3 | 5 |
| General-Reasoner: Advancing LLM Reasoning Across All Domains | May 20, 2025 | AllMath | CodeCode Available | 3 | 5 |
| MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning | May 20, 2024 | Continual PretrainingMathematical Reasoning | CodeCode Available | 3 | 5 |
| MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning | May 13, 2024 | Data AugmentationGSM8K | CodeCode Available | 3 | 5 |
| MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem | May 20, 2025 | Mathematical Reasoningscientific discovery | CodeCode Available | 3 | 5 |
| MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning | May 15, 2025 | cross-modal alignmentGeometry Problem Solving | CodeCode Available | 3 | 5 |
| AlphaMath Almost Zero: Process Supervision without Process | May 6, 2024 | Mathematical ReasoningMath Word Problem Solving | CodeCode Available | 3 | 5 |
| MARIO: MAth Reasoning with code Interpreter Output -- A Reproducible Pipeline | Jan 16, 2024 | GSM8KMath | CodeCode Available | 3 | 5 |
| MathArena: Evaluating LLMs on Uncontaminated Math Competitions | May 29, 2025 | MathMathematical Reasoning | CodeCode Available | 3 | 5 |
| MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs | Apr 1, 2025 | Knowledge GraphsMathematical Reasoning | CodeCode Available | 3 | 5 |
