| Exploring LLM Reasoning Through Controlled Prompt Variations | Apr 2, 2025 | GSM8KMathematical Problem-Solving | CodeCode Available | 0 |
| Brains vs. Bytes: Evaluating LLM Proficiency in Olympiad Mathematics | Apr 1, 2025 | MathMathematical Problem-Solving | —Unverified | 0 |
| Entropy-Based Adaptive Weighting for Self-Training | Mar 31, 2025 | GSM8KMath | CodeCode Available | 1 |
| MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection | Mar 23, 2025 | MathMathematical Problem-Solving | —Unverified | 0 |
| A Survey on Mathematical Reasoning and Optimization with Large Language Models | Mar 22, 2025 | Automated Theorem ProvingHeuristic Search | CodeCode Available | 0 |
| Does Chain-of-Thought Reasoning Help Mobile GUI Agent? An Empirical Study | Mar 21, 2025 | AttributeMathematical Problem-Solving | CodeCode Available | 0 |
| MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion | Mar 20, 2025 | Data AugmentationMathematical Problem-Solving | CodeCode Available | 1 |
| MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems | Mar 19, 2025 | Mathematical Problem-Solving | CodeCode Available | 0 |
| Performance Comparison of Large Language Models on Advanced Calculus Problems | Mar 5, 2025 | MathMathematical Problem-Solving | —Unverified | 0 |
| Self-Evolved Preference Optimization for Enhancing Mathematical Reasoning in Small Language Models | Mar 4, 2025 | GSM8KMath | —Unverified | 0 |
| Nexus: A Lightweight and Scalable Multi-Agent Framework for Complex Tasks Automation | Feb 26, 2025 | Code GenerationHumanEval | CodeCode Available | 2 |
| SECURA: Sigmoid-Enhanced CUR Decomposition with Uninterrupted Retention and Low-Rank Adaptation in Large Language Models | Feb 25, 2025 | Continual LearningGSM8K | —Unverified | 0 |
| How Do Large Language Monkeys Get Their Power (Laws)? | Feb 24, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Forgotten Polygons: Multimodal Large Language Models are Shape-Blind | Feb 21, 2025 | MathMathematical Problem-Solving | CodeCode Available | 1 |
| Navigating Semantic Relations: Challenges for Language Models in Abstract Common-Sense Reasoning | Feb 19, 2025 | Common Sense ReasoningMathematical Problem-Solving | —Unverified | 0 |
| MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task | Feb 17, 2025 | Code CompletionGSM8K | —Unverified | 0 |
| Scaling Autonomous Agents via Automatic Reward Modeling And Planning | Feb 17, 2025 | Decision MakingMathematical Problem-Solving | —Unverified | 0 |
| STRIVE: Structured Reasoning for Self-Improvement in Claim Verification | Feb 17, 2025 | Claim VerificationMathematical Problem-Solving | —Unverified | 0 |
| Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving | Feb 17, 2025 | MathMathematical Problem-Solving | —Unverified | 0 |
| Code-Vision: Evaluating Multimodal LLMs Logic Understanding and Code Generation Capabilities | Feb 17, 2025 | Code GenerationHumanEval | CodeCode Available | 1 |
| Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models | Feb 16, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Adaptive Graph of Thoughts: Test-Time Adaptive Reasoning Unifying Chain, Tree, and Graph Structures | Feb 7, 2025 | Mathematical Problem-Solvingreinforcement-learning | CodeCode Available | 2 |
| Advancing Reasoning in Large Language Models: Promising Methods and Approaches | Feb 5, 2025 | Mathematical Problem-SolvingSurvey | —Unverified | 0 |
| Automating Mathematical Proof Generation Using Large Language Model Agents and Knowledge Graphs | Feb 4, 2025 | Formal LogicKnowledge Graphs | —Unverified | 0 |
| Token-Hungry, Yet Precise: DeepSeek R1 Highlights the Need for Multi-Step Reasoning Over Speed in MATH | Jan 30, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
