| Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification | Aug 15, 2023 | Arithmetic ReasoningMath | CodeCode Available | 2 |
| MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning | Oct 9, 2023 | Arithmetic ReasoningData Augmentation | CodeCode Available | 2 |
| An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning | Feb 23, 2024 | Arithmetic ReasoningAutomated Theorem Proving | CodeCode Available | 2 |
| Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs | Jun 13, 2024 | Arithmetic ReasoningFact Verification | CodeCode Available | 2 |
| Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks | Jan 5, 2024 | Arithmetic ReasoningCode Generation | CodeCode Available | 2 |
| Progressive-Hint Prompting Improves Reasoning in Large Language Models | Apr 19, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 2 |
| Solving Quantitative Reasoning Problems with Language Models | Jun 29, 2022 | Arithmetic ReasoningLanguage Modeling | CodeCode Available | 2 |
| CAPO: Cost-Aware Prompt Optimization | Apr 22, 2025 | Arithmetic ReasoningAutoML | CodeCode Available | 2 |
| DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving | Jun 18, 2024 | Arithmetic ReasoningMath | CodeCode Available | 2 |
| Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate | May 30, 2023 | Arithmetic ReasoningMachine Translation | CodeCode Available | 2 |
