| ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptation | Jun 16, 2024 | Continual LearningGSM8K | CodeCode Available | 0 |
| EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning | Sep 16, 2023 | Date UnderstandingGSM8K | CodeCode Available | 0 |
| LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity | Oct 4, 2024 | DiversityEnsemble Pruning | CodeCode Available | 0 |
| LLM2: Let Large Language Models Harness System 2 Reasoning | Dec 29, 2024 | GSM8KMathematical Reasoning | CodeCode Available | 0 |
| COrAL: Order-Agnostic Language Modeling for Efficient Iterative Refinement | Oct 12, 2024 | Code GenerationComputational Efficiency | CodeCode Available | 0 |
| Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting | Feb 5, 2025 | GSM8KMath | CodeCode Available | 0 |
| Learning a Continue-Thinking Token for Enhanced Test-Time Scaling | Jun 12, 2025 | GSM8KMath | CodeCode Available | 0 |
| Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation | Jun 20, 2024 | GSM8KLanguage Model Evaluation | CodeCode Available | 0 |
| SMART: Self-learning Meta-strategy Agent for Reasoning Tasks | Oct 21, 2024 | GSM8KSelf-Learning | CodeCode Available | 0 |
| Can LLMs Reason in the Wild with Programs? | Jun 19, 2024 | GSM8KMath | CodeCode Available | 0 |
