| Collective Constitutional AI: Aligning a Language Model with Public Input | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| A Categorical Archive of ChatGPT Failures | Feb 6, 2023 | Math | CodeCode Available | 1 | 5 |
| NeMo-Inspector: A Visualization Tool for LLM Generation Analysis | May 1, 2025 | GSM8KMath | CodeCode Available | 1 | 5 |
| NLPBench: Evaluating Large Language Models on Solving NLP Problems | Sep 27, 2023 | BenchmarkingMath | CodeCode Available | 1 | 5 |
| MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data | Feb 14, 2024 | Automated Theorem ProvingLanguage Modelling | CodeCode Available | 1 | 5 |
| A Relation Spectrum Inheriting Taylor Series: Muscle Synergy and Coupling for Hand | Apr 25, 2020 | MathRelation | 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 |
| Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities | Feb 17, 2025 | Code GenerationHumanEval | CodeCode Available | 1 | 5 |
| Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective | Jun 22, 2025 | In-Context LearningLarge Language Model | CodeCode Available | 1 | 5 |
| Mathfish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula | Aug 8, 2024 | GSM8KLanguage Modeling | CodeCode Available | 1 | 5 |
| Multiple-Choice Questions are Efficient and Robust LLM Evaluators | May 20, 2024 | GSM8KHumanEval | 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 |
| Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent | Dec 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| DocMath-Eval: Evaluating Math Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents | Nov 16, 2023 | Math | CodeCode Available | 1 | 5 |
| Escape Sky-high Cost: Early-stopping Self-Consistency for Multi-step Reasoning | Jan 19, 2024 | GSM8KMath | CodeCode Available | 1 | 5 |
| EvalTree: Profiling Language Model Weaknesses via Hierarchical Capability Trees | Mar 11, 2025 | ChatbotLanguage Modeling | CodeCode Available | 1 | 5 |
| EXAONE Deep: Reasoning Enhanced Language Models | Mar 16, 2025 | Math | CodeCode Available | 1 | 5 |
| Entropy-Regularized Process Reward Model | Dec 15, 2024 | GSM8KMath | CodeCode Available | 1 | 5 |
| Entropy-Based Adaptive Weighting for Self-Training | Mar 31, 2025 | GSM8KMath | CodeCode Available | 1 | 5 |
| CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical Reasoning | Aug 10, 2022 | MathMathematical Reasoning | CodeCode Available | 1 | 5 |
| Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning | Jun 4, 2023 | Math | CodeCode Available | 1 | 5 |
| ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges | May 21, 2025 | Mathvalid | CodeCode Available | 1 | 5 |
| MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models | Aug 30, 2024 | Image CaptioningLanguage Modeling | CodeCode Available | 1 | 5 |
| Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning | Sep 19, 2023 | Instruction FollowingLanguage Modeling | 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 |
