| Upweighting Easy Samples in Fine-Tuning Mitigates Forgetting | Feb 5, 2025 | GSM8KMath | CodeCode Available | 0 | 5 |
| VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation | Jun 25, 2024 | ARCBenchmarking | CodeCode Available | 0 | 5 |
| Iterative Reasoning Preference Optimization | Apr 30, 2024 | ARCGSM8K | —Unverified | 0 | 0 |
| Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning | Apr 17, 2024 | GSM8KNavigate | —Unverified | 0 | 0 |
| MALT: Improving Reasoning with Multi-Agent LLM Training | Dec 2, 2024 | Common Sense ReasoningGSM8K | —Unverified | 0 | 0 |
| MAmmoTH2: Scaling Instructions from the Web | May 6, 2024 | ChatbotGSM8K | —Unverified | 0 | 0 |
| Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist | Jul 11, 2024 | GSM8KMath | —Unverified | 0 | 0 |
| Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs | Jan 21, 2025 | GSM8KIn-Context Learning | —Unverified | 0 | 0 |
| Interpretable Math Word Problem Solution Generation Via Step-by-step Planning | Jun 1, 2023 | GSM8KLanguage Modeling | —Unverified | 0 | 0 |
| MathAttack: Attacking Large Language Models Towards Math Solving Ability | Sep 4, 2023 | Adversarial AttackGSM8K | —Unverified | 0 | 0 |
