| Pheromone-based Learning of Optimal Reasoning Paths | Jan 31, 2025 | ARCGSM8K | —Unverified | 0 |
| PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models | May 22, 2025 | GSM8KLarge Language Model | —Unverified | 0 |
| PMSS: Pretrained Matrices Skeleton Selection for LLM Fine-tuning | Sep 25, 2024 | GSM8KMath | —Unverified | 0 |
| PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches | Oct 8, 2024 | GPUGSM8K | —Unverified | 0 |
| PORT: Preference Optimization on Reasoning Traces | Jun 23, 2024 | ARCGSM8K | —Unverified | 0 |
| Position-Aware Depth Decay Decoding (D^3): Boosting Large Language Model Inference Efficiency | Mar 11, 2025 | GSM8KLanguage Modeling | —Unverified | 0 |
| Predicting Emergent Capabilities by Finetuning | Nov 25, 2024 | CoLAGSM8K | —Unverified | 0 |
| Premise Order Matters in Reasoning with Large Language Models | Feb 14, 2024 | GSM8KMathematical Problem-Solving | —Unverified | 0 |
| PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models | Jun 12, 2025 | GSM8KMathematical Reasoning | —Unverified | 0 |
| Prompt Baking | Sep 4, 2024 | ARCGSM8K | —Unverified | 0 |