| Explicit Knowledge Transfer for Weakly-Supervised Code Generation | Nov 30, 2022 | Code GenerationFew-Shot Learning | —Unverified | 0 |
| Contrastive Decoding Improves Reasoning in Large Language Models | Sep 17, 2023 | GSM8KHellaSwag | —Unverified | 0 |
| Excessive Reasoning Attack on Reasoning LLMs | Jun 17, 2025 | GSM8K | —Unverified | 0 |
| Evolving LLMs' Self-Refinement Capability via Iterative Preference Optimization | Feb 8, 2025 | GSM8KMath | —Unverified | 0 |
| Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost | Jul 29, 2024 | GSM8KPrompt Engineering | —Unverified | 0 |
| Evolutionary Pre-Prompt Optimization for Mathematical Reasoning | Dec 5, 2024 | Few-Shot LearningGSM8K | —Unverified | 0 |
| Evaluation of LLMs for mathematical problem solving | May 30, 2025 | GSM8KMathematical Problem-Solving | —Unverified | 0 |
| Complexity-Based Prompting for Multi-Step Reasoning | Oct 3, 2022 | Date UnderstandingGSM8K | —Unverified | 0 |
| Advancing Process Verification for Large Language Models via Tree-Based Preference Learning | Jun 29, 2024 | Binary ClassificationGSM8K | —Unverified | 0 |
| Entropy-Guided Watermarking for LLMs: A Test-Time Framework for Robust and Traceable Text Generation | Apr 16, 2025 | GSM8KMath | —Unverified | 0 |
