| Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking | Mar 14, 2024 | GSM8KLanguage Modelling | CodeCode Available | 4 |
| Large Language Models are Contrastive Reasoners | Mar 13, 2024 | GSM8K | CodeCode Available | 1 |
| Prompt Selection and Augmentation for Few Examples Code Generation in Large Language Model and its Application in Robotics Control | Mar 11, 2024 | Code GenerationDiversity | —Unverified | 0 |
| Common 7B Language Models Already Possess Strong Math Capabilities | Mar 7, 2024 | GSM8KMath | CodeCode Available | 5 |
| MathScale: Scaling Instruction Tuning for Mathematical Reasoning | Mar 5, 2024 | GSM8KMath | CodeCode Available | 0 |
| Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models | Mar 4, 2024 | Data AugmentationGSM8K | CodeCode Available | 1 |
| Key-Point-Driven Data Synthesis with its Enhancement on Mathematical Reasoning | Mar 4, 2024 | GSM8KMath | —Unverified | 0 |
| GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers | Feb 29, 2024 | GSM8KMath | CodeCode Available | 2 |
| Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates | Feb 28, 2024 | GSM8KSafety Alignment | CodeCode Available | 1 |
| MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs | Feb 26, 2024 | GSM8KMath | —Unverified | 0 |
