| From Calculation to Adjudication: Examining LLM judges on Mathematical Reasoning Tasks | Sep 6, 2024 | Machine TranslationMathematical Reasoning | —Unverified | 0 |
| CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models | Sep 4, 2024 | GSM8KMath | CodeCode Available | 2 |
| Building Math Agents with Multi-Turn Iterative Preference Learning | Sep 4, 2024 | GSM8KMath | —Unverified | 0 |
| S^3c-Math: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners | Sep 3, 2024 | GSM8KMath | —Unverified | 0 |
| MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models | Aug 30, 2024 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems | Aug 29, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| AutoGeo: Automating Geometric Image Dataset Creation for Enhanced Geometry Understanding | Aug 28, 2024 | Mathematical Reasoning | —Unverified | 0 |
| SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models | Aug 28, 2024 | Data AugmentationGSM8K | —Unverified | 0 |
| Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation | Aug 28, 2024 | Knowledge DistillationLanguage Modelling | —Unverified | 0 |
| Path-Consistency: Prefix Enhancement for Efficient Inference in LLM | Aug 25, 2024 | Code GenerationCommon Sense Reasoning | —Unverified | 0 |
| Tangram: Benchmark for Evaluating Geometric Element Recognition in Large Multimodal Models | Aug 25, 2024 | Mathematical Reasoning | —Unverified | 0 |
| Multi-tool Integration Application for Math Reasoning Using Large Language Model | Aug 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding | Aug 21, 2024 | Logical ReasoningMathematical Reasoning | —Unverified | 0 |
| Taming Generative Diffusion Prior for Universal Blind Image Restoration | Aug 21, 2024 | Image RestorationMathematical Reasoning | —Unverified | 0 |
| Benchmarking Large Language Models for Math Reasoning Tasks | Aug 20, 2024 | BenchmarkingIn-Context Learning | CodeCode Available | 0 |
| Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting | Aug 18, 2024 | HumanEvalMathematical Reasoning | —Unverified | 0 |
| Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning | Aug 16, 2024 | MathMathematical Reasoning | CodeCode Available | 1 |
| MathScape: Evaluating MLLMs in multimodal Math Scenarios through a Hierarchical Benchmark | Aug 14, 2024 | MathMathematical Reasoning | CodeCode Available | 0 |
| MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty | Aug 13, 2024 | Mathematical ReasoningQuestion Answering | CodeCode Available | 0 |
| Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement | Aug 6, 2024 | Code GenerationDisentanglement | CodeCode Available | 1 |
| MathLearner: A Large Language Model Agent Framework for Learning to Solve Mathematical Problems | Aug 3, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| AI-Assisted Generation of Difficult Math Questions | Jul 30, 2024 | MathMathematical Reasoning | CodeCode Available | 0 |
| Physics of Language Models: Part 2.1, Grade-School Math and the Hidden Reasoning Process | Jul 29, 2024 | GSM8KMath | CodeCode Available | 2 |
| SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages | Jul 29, 2024 | DiversityInstruction Following | CodeCode Available | 2 |
| Optimizing Numerical Estimation and Operational Efficiency in the Legal Domain through Large Language Models | Jul 26, 2024 | Mathematical Reasoning | —Unverified | 0 |
