| MathPile: A Billion-Token-Scale Pretraining Corpus for Math | Dec 28, 2023 | Language IdentificationMath | CodeCode Available | 2 |
| Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities | Dec 22, 2023 | ChatbotGSM8K | —Unverified | 0 |
| From Good to Great: Improving Math Reasoning with Tool-Augmented Interleaf Prompting | Dec 18, 2023 | DiversityGSM8K | —Unverified | 0 |
| An In-depth Look at Gemini's Language Abilities | Dec 18, 2023 | Instruction FollowingMath | CodeCode Available | 1 |
| Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent | Dec 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations | Dec 14, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 1 |
| TinyGSM: achieving >80% on GSM8k with small language models | Dec 14, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| Fewer is More: Boosting LLM Reasoning with Reinforced Context Pruning | Dec 14, 2023 | Arithmetic ReasoningFew-Shot Learning | —Unverified | 0 |
| Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models | Dec 11, 2023 | DiversityMath | —Unverified | 0 |
| Get an A in Math: Progressive Rectification Prompting | Dec 11, 2023 | Math | CodeCode Available | 1 |
