| Learning to chain-of-thought with Jensen's evidence lower bound | Mar 25, 2025 | Mathematical Reasoningreinforcement-learning | —Unverified | 0 |
| Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking | Mar 25, 2025 | In-Context LearningMathematical Reasoning | —Unverified | 0 |
| CLEAR: Contrasting Textual Feedback with Experts and Amateurs for Reasoning | Mar 24, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training | Mar 24, 2025 | DiversityLarge Language Model | CodeCode Available | 1 |
| Lost in Cultural Translation: Do LLMs Struggle with Math Across Cultural Contexts? | Mar 23, 2025 | GSM8KMath | CodeCode Available | 0 |
| A Survey on Mathematical Reasoning and Optimization with Large Language Models | Mar 22, 2025 | Automated Theorem ProvingHeuristic Search | CodeCode Available | 0 |
| MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion | Mar 20, 2025 | Data AugmentationMathematical Problem-Solving | CodeCode Available | 1 |
| Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't | Mar 20, 2025 | Mathematical ReasoningReinforcement Learning (RL) | CodeCode Available | 3 |
| MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer | Mar 19, 2025 | Answer GenerationMathematical Reasoning | CodeCode Available | 1 |
| Temporal Consistency for LLM Reasoning Process Error Identification | Mar 18, 2025 | Mathematical Reasoning | CodeCode Available | 0 |