| From Zero to Hero: Convincing with Extremely Complicated Math | Apr 1, 2023 | Math | CodeCode Available | 1 | 5 |
| Building Dataset for Grounding of Formulae — Annotating Coreference Relations Among Math Identifiers | Jun 1, 2022 | Math | CodeCode Available | 1 | 5 |
| A Relation Spectrum Inheriting Taylor Series: Muscle Synergy and Coupling for Hand | Apr 25, 2020 | MathRelation | CodeCode Available | 1 | 5 |
| FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving | Feb 27, 2025 | GSM8KMath | CodeCode Available | 1 | 5 |
| NeMo-Inspector: A Visualization Tool for LLM Generation Analysis | May 1, 2025 | GSM8KMath | CodeCode Available | 1 | 5 |
| ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models | May 23, 2023 | Math | CodeCode Available | 1 | 5 |
| Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks | Jul 3, 2021 | DecoderMath | CodeCode Available | 1 | 5 |
| NLPBench: Evaluating Large Language Models on Solving NLP Problems | Sep 27, 2023 | BenchmarkingMath | CodeCode Available | 1 | 5 |
| Entropy-Regularized Process Reward Model | Dec 15, 2024 | GSM8KMath | CodeCode Available | 1 | 5 |
| ArMATH: a Dataset for Solving Arabic Math Word Problems | Jun 1, 2022 | Deep LearningMath | CodeCode Available | 1 | 5 |
| Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics | Oct 28, 2024 | Arithmetic ReasoningMath | CodeCode Available | 1 | 5 |
| FELM: Benchmarking Factuality Evaluation of Large Language Models | Oct 1, 2023 | BenchmarkingMath | CodeCode Available | 1 | 5 |
| Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation | Apr 15, 2025 | MathQuantum Machine Learning | CodeCode Available | 1 | 5 |
| PromptCoT: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models | Mar 4, 2025 | GSM8KMath | CodeCode Available | 1 | 5 |
| Pretrained Language Models are Symbolic Mathematics Solvers too! | Oct 7, 2021 | IngenuityLanguage Modelling | 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 |
| Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations | Nov 12, 2024 | MathRetrieval | CodeCode Available | 1 | 5 |
| Expression Syntax Information Bottleneck for Math Word Problems | Oct 24, 2023 | Math | CodeCode Available | 1 | 5 |
| Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning | Jun 4, 2023 | Math | CodeCode Available | 1 | 5 |
| Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts | Oct 23, 2023 | Logical ReasoningMath | CodeCode Available | 1 | 5 |
| EXAONE Deep: Reasoning Enhanced Language Models | Mar 16, 2025 | Math | 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 |
| Explaining Datasets in Words: Statistical Models with Natural Language Parameters | Sep 13, 2024 | ClusteringLanguage Modeling | CodeCode Available | 1 | 5 |
| Are NLP Models really able to Solve Simple Math Word Problems? | Mar 12, 2021 | MathMath Word Problem Solving | CodeCode Available | 1 | 5 |
| Case-Based or Rule-Based: How Do Transformers Do the Math? | Feb 27, 2024 | MathSystematic Generalization | CodeCode Available | 1 | 5 |
