| On Representational Dissociation of Language and Arithmetic in Large Language Models | Feb 17, 2025 | Arithmetic Reasoning | —Unverified | 0 |
| Making Large Language Models Better Reasoners with Step-Aware Verifier | Jun 6, 2022 | Arithmetic ReasoningFew-Shot Learning | —Unverified | 0 |
| OpenChat: Advancing Open-source Language Models with Mixed-Quality Data | Sep 20, 2023 | Arithmetic ReasoningCode Generation | —Unverified | 0 |
| Orca 2: Teaching Small Language Models How to Reason | Nov 18, 2023 | Arithmetic ReasoningCommon Sense Reasoning | —Unverified | 0 |
| Orca-Math: Unlocking the potential of SLMs in Grade School Math | Feb 16, 2024 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| PERFT: Parameter-Efficient Routed Fine-Tuning for Mixture-of-Expert Model | Nov 12, 2024 | Arithmetic ReasoningMixture-of-Experts | —Unverified | 0 |
| Prompt Sketching for Large Language Models | Nov 8, 2023 | Arithmetic ReasoningBenchmarking | —Unverified | 0 |
| RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought | May 19, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| Relating the Seemingly Unrelated: Principled Understanding of Generalization for Generative Models in Arithmetic Reasoning Tasks | Jul 25, 2024 | Arithmetic Reasoning | —Unverified | 0 |
| S^2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity | Dec 9, 2024 | Arithmetic Reasoning | —Unverified | 0 |
