| MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine | Jul 11, 2024 | Contrastive LearningLanguage Modelling | CodeCode Available | 4 |
| MathCAMPS: Fine-grained Synthesis of Mathematical Problems From Human Curricula | Jul 1, 2024 | Mathematical Problem-Solving | CodeCode Available | 1 |
| MathOdyssey: Benchmarking Mathematical Problem-Solving Skills in Large Language Models Using Odyssey Math Data | Jun 26, 2024 | BenchmarkingMath | CodeCode Available | 2 |
| Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models | Jun 25, 2024 | DiversityMath | CodeCode Available | 2 |
| DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving | Jun 18, 2024 | Arithmetic ReasoningMath | CodeCode Available | 2 |
| GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theory | Jun 18, 2024 | Code GenerationMathematical Problem-Solving | CodeCode Available | 0 |
| Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning | Jun 16, 2024 | BenchmarkingMath | —Unverified | 0 |
| 3D-Properties: Identifying Challenges in DPO and Charting a Path Forward | Jun 11, 2024 | Instruction FollowingMathematical Problem-Solving | —Unverified | 0 |
| OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step | Jun 4, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions | May 29, 2024 | BenchmarkingDialogue Understanding | CodeCode Available | 1 |
