| Explaining Datasets in Words: Statistical Models with Natural Language Parameters | Sep 13, 2024 | ClusteringLanguage Modeling | CodeCode Available | 1 | 5 |
| Over-Reasoning and Redundant Calculation of Large Language Models | Jan 21, 2024 | GSM8KMath | CodeCode Available | 1 | 5 |
| MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving | Jul 28, 2021 | Common Sense ReasoningLanguage Modeling | CodeCode Available | 1 | 5 |
| Entropy-Regularized Process Reward Model | Dec 15, 2024 | GSM8KMath | CodeCode Available | 1 | 5 |
| MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation | Dec 28, 2023 | GSM8KLanguage Model Evaluation | CodeCode Available | 1 | 5 |
| MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers | Sep 2, 2021 | MathMath Word Problem Solving | CodeCode Available | 1 | 5 |
| Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament | Jan 22, 2025 | Math | CodeCode Available | 1 | 5 |
| Open Eyes, Then Reason: Fine-grained Visual Mathematical Understanding in MLLMs | Jan 11, 2025 | MathMathematical Problem-Solving | CodeCode Available | 1 | 5 |
| Mathfish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula | Aug 8, 2024 | GSM8KLanguage Modeling | CodeCode Available | 1 | 5 |
| Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems | Apr 23, 2024 | Arithmetic ReasoningGSM8K | CodeCode Available | 1 | 5 |
