| Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards | Apr 16, 2024 | GSM8KMath | CodeCode Available | 2 |
| Evaluating Mathematical Reasoning Beyond Accuracy | Apr 8, 2024 | MathMathematical Reasoning | CodeCode Available | 2 |
| MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems | Apr 6, 2024 | Logical ReasoningMath | CodeCode Available | 2 |
| ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline | Apr 3, 2024 | MathMathematical Problem-Solving | CodeCode Available | 2 |
| Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision | Mar 14, 2024 | MathReinforcement Learning (RL) | CodeCode Available | 2 |
| Functional Benchmarks for Robust Evaluation of Reasoning Performance, and the Reasoning Gap | Feb 29, 2024 | Math | CodeCode Available | 2 |
| GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers | Feb 29, 2024 | GSM8KMath | CodeCode Available | 2 |
| Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset | Feb 22, 2024 | DiversityMath | CodeCode Available | 2 |
| Reformatted Alignment | Feb 19, 2024 | GSM8KHallucination | CodeCode Available | 2 |
| Language Models are Homer Simpson! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic | Feb 19, 2024 | Instruction FollowingMath | CodeCode Available | 2 |
