| Fast on the Easy, Deep on the Hard: Efficient Reasoning via Powered Length Penalty | Jun 12, 2025 | GSM8K | —Unverified | 0 |
| A Careful Examination of Large Language Model Performance on Grade School Arithmetic | May 1, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| LiteSearch: Efficacious Tree Search for LLM | Jun 29, 2024 | GSM8KMathematical Reasoning | —Unverified | 0 |
| Falcon: Faster and Parallel Inference of Large Language Models through Enhanced Semi-Autoregressive Drafting and Custom-Designed Decoding Tree | Dec 17, 2024 | GSM8KHumanEval | —Unverified | 0 |
| Cool-Fusion: Fuse Large Language Models without Training | Jul 29, 2024 | Combinatorial OptimizationGSM8K | —Unverified | 0 |
| Automatic Prompt Selection for Large Language Models | Apr 3, 2024 | GSM8KQuestion Answering | —Unverified | 0 |
| ControlMath: Controllable Data Generation Promotes Math Generalist Models | Sep 20, 2024 | Data AugmentationDiversity | —Unverified | 0 |
| LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models | May 25, 2025 | GSM8KHumanEval | —Unverified | 0 |
| Exploring an LM to generate Prolog Predicates from Mathematics Questions | Sep 7, 2023 | GSM8KLanguage Modeling | —Unverified | 0 |
| Explicit Knowledge Transfer for Weakly-Supervised Code Generation | Nov 30, 2022 | Code GenerationFew-Shot Learning | —Unverified | 0 |
