| Integrating Arithmetic Learning Improves Mathematical Reasoning in Smaller Models | Feb 18, 2025 | Data AugmentationGSM8K | —Unverified | 0 | 0 |
| Instance-adaptive Zero-shot Chain-of-Thought Prompting | Sep 30, 2024 | GSM8KMath | —Unverified | 0 | 0 |
| MathDivide: Improved mathematical reasoning by large language models | May 12, 2024 | GSM8KLogical Reasoning | —Unverified | 0 | 0 |
| TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling | Oct 18, 2024 | Computational EfficiencyGSM8K | —Unverified | 0 | 0 |
| MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task | Feb 17, 2025 | Code CompletionGSM8K | —Unverified | 0 | 0 |
| MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs | Feb 26, 2024 | GSM8KMath | —Unverified | 0 | 0 |
| InfiFusion: A Unified Framework for Enhanced Cross-Model Reasoning via LLM Fusion | Jan 6, 2025 | GSM8KHumanEval | —Unverified | 0 | 0 |
| Accelerating Chain-of-Thought Reasoning: When Goal-Gradient Importance Meets Dynamic Skipping | May 13, 2025 | Domain GeneralizationGSM8K | —Unverified | 0 | 0 |
| Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification | Oct 5, 2024 | GSM8KMath | —Unverified | 0 | 0 |
| Maximizing Confidence Alone Improves Reasoning | May 28, 2025 | GSM8KMath | —Unverified | 0 | 0 |