| STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning | Sep 10, 2024 | GSM8KMixture-of-Experts | —Unverified | 0 |
| Strategic Chain-of-Thought: Guiding Accurate Reasoning in LLMs through Strategy Elicitation | Sep 5, 2024 | GSM8K | —Unverified | 0 |
| Prompt Baking | Sep 4, 2024 | ARCGSM8K | —Unverified | 0 |
| CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models | Sep 4, 2024 | GSM8KMath | CodeCode Available | 2 |
| Building Math Agents with Multi-Turn Iterative Preference Learning | Sep 4, 2024 | GSM8KMath | —Unverified | 0 |
| S^3c-Math: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners | Sep 3, 2024 | GSM8KMath | —Unverified | 0 |
| Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems | Aug 29, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic | Aug 29, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models | Aug 28, 2024 | Data AugmentationGSM8K | —Unverified | 0 |
| SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models | Aug 21, 2024 | 8kGSM8K | CodeCode Available | 1 |
