| PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models | Jun 12, 2025 | GSM8KMathematical Reasoning | —Unverified | 0 |
| Learning a Continue-Thinking Token for Enhanced Test-Time Scaling | Jun 12, 2025 | GSM8KMath | CodeCode Available | 0 |
| Slimming Down LLMs Without Losing Their Minds | Jun 12, 2025 | Computational EfficiencyGSM8K | —Unverified | 0 |
| Unsupervised Elicitation of Language Models | Jun 11, 2025 | GSM8KTruthfulQA | —Unverified | 0 |
| Enhancing Reasoning Capabilities of Small Language Models with Blueprints and Prompt Template Search | Jun 10, 2025 | GSM8KMath | —Unverified | 0 |
| Guideline Forest: Experience-Induced Multi-Guideline Reasoning with Stepwise Aggregation | Jun 9, 2025 | GSM8KHumanEval | —Unverified | 0 |
| Text-to-LoRA: Instant Transformer Adaption | Jun 6, 2025 | ARCGSM8K | CodeCode Available | 0 |
| Automatic Robustness Stress Testing of LLMs as Mathematical Problem Solvers | Jun 5, 2025 | GSM8KMath | —Unverified | 0 |
| Model Unlearning via Sparse Autoencoder Subspace Guided Projections | May 30, 2025 | Adversarial Robustnessfeature selection | —Unverified | 0 |
| Evaluation of LLMs for mathematical problem solving | May 30, 2025 | GSM8KMathematical Problem-Solving | —Unverified | 0 |
