| TreeCut: A Synthetic Unanswerable Math Word Problem Dataset for LLM Hallucination Evaluation | Feb 19, 2025 | Dataset GenerationGSM8K | CodeCode Available | 0 |
| TutorGym: A Testbed for Evaluating AI Agents as Tutors and Students | May 2, 2025 | GSM8KIn-Context Learning | CodeCode Available | 0 |
| How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective | Oct 14, 2024 | Density Ratio EstimationGSM8K | CodeCode Available | 0 |
| GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment | May 30, 2024 | GSM8KKnowledge Distillation | CodeCode Available | 0 |
| Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls | Feb 16, 2025 | Computational EfficiencyGSM8K | CodeCode Available | 0 |
| Fill in the Blank: Exploring and Enhancing LLM Capabilities for Backward Reasoning in Math Word Problems | Oct 3, 2023 | GSM8KMath | CodeCode Available | 0 |
| DIVE: Diversified Iterative Self-Improvement | Jan 1, 2025 | DiversityGSM8K | CodeCode Available | 0 |
| ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving | Jan 14, 2025 | GSM8KMath | CodeCode Available | 0 |
| Exploring LLM Reasoning Through Controlled Prompt Variations | Apr 2, 2025 | GSM8KMathematical Problem-Solving | CodeCode Available | 0 |
| Exploring Equation as a Better Intermediate Meaning Representation for Numerical Reasoning | Aug 21, 2023 | GSM8K | CodeCode Available | 0 |
| Distilling Reasoning Capabilities into Smaller Language Models | Dec 1, 2022 | GSM8KKnowledge Distillation | CodeCode Available | 0 |
| AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting | May 24, 2025 | GSM8KReinforcement Learning (RL) | CodeCode Available | 0 |
| Discriminative Policy Optimization for Token-Level Reward Models | May 29, 2025 | GSM8KLanguage Modeling | CodeCode Available | 0 |
| DiscQuant: A Quantization Method for Neural Networks Inspired by Discrepancy Theory | Jan 11, 2025 | GSM8KQuantization | CodeCode Available | 0 |
