| Guided Search Strategies in Non-Serializable Environments with Applications to Software Engineering Agents | May 19, 2025 | Mathematical Reasoning | —Unverified | 0 | 0 |
| Herald: A Natural Language Annotated Lean 4 Dataset | Oct 9, 2024 | MathMathematical Reasoning | —Unverified | 0 | 0 |
| HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models | Sep 27, 2024 | Code GenerationMathematical Reasoning | —Unverified | 0 | 0 |
| HOFT: Householder Orthogonal Fine-tuning | May 22, 2025 | Machine TranslationMathematical Reasoning | —Unverified | 0 | 0 |
| How Difficulty-Aware Staged Reinforcement Learning Enhances LLMs' Reasoning Capabilities: A Preliminary Experimental Study | Apr 1, 2025 | Code GenerationMath | —Unverified | 0 | 0 |
| How Does Quantization Affect Multilingual LLMs? | Jul 3, 2024 | Mathematical ReasoningQuantization | —Unverified | 0 | 0 |
| How Numerical Precision Affects Mathematical Reasoning Capabilities of LLMs | Oct 17, 2024 | Mathematical Reasoning | —Unverified | 0 | 0 |
| HS-STAR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation | May 26, 2025 | Mathematical Reasoning | —Unverified | 0 | 0 |
| Improve Mathematical Reasoning in Language Models by Automated Process Supervision | Jun 5, 2024 | GSM8KMath | —Unverified | 0 | 0 |
| Improving Mathematical Reasoning Capabilities of Small Language Models via Feedback-Driven Distillation | Nov 22, 2024 | Knowledge DistillationMathematical Reasoning | —Unverified | 0 | 0 |
| Improving Multilingual Math Reasoning for African Languages | May 26, 2025 | MathMathematical Reasoning | —Unverified | 0 | 0 |
| Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents | Dec 1, 2024 | Mathematical ReasoningMMLU | —Unverified | 0 | 0 |
| Improving RL Exploration for LLM Reasoning through Retrospective Replay | Apr 19, 2025 | Code GenerationMathematical Reasoning | —Unverified | 0 | 0 |
| Improving Rule-based Reasoning in LLMs via Neurosymbolic Representations | Jan 31, 2025 | Mathematical Reasoning | —Unverified | 0 | 0 |
| Distilling Mathematical Reasoning Capabilities into Small Language Models | Jan 22, 2024 | Mathematical Reasoning | —Unverified | 0 | 0 |
| Improving Small-Scale Large Language Models Function Calling for Reasoning Tasks | Oct 24, 2024 | Logical ReasoningMathematical Problem-Solving | —Unverified | 0 | 0 |
| InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning | Sep 19, 2024 | MathMathematical Reasoning | —Unverified | 0 | 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 | 0 |
| Inside you are many wolves: Using cognitive models to interpret value trade-offs in LLMs | Jun 25, 2025 | Mathematical Reasoning | —Unverified | 0 | 0 |
| Integrating Arithmetic Learning Improves Mathematical Reasoning in Smaller Models | Feb 18, 2025 | Data AugmentationGSM8K | —Unverified | 0 | 0 |
| Integrating External Tools with Large Language Models to Improve Accuracy | Jul 9, 2025 | Mathematical ReasoningMMLU | —Unverified | 0 | 0 |
| InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model | Jan 21, 2025 | Instruction FollowingMathematical Reasoning | —Unverified | 0 | 0 |
| Investigating the Effectiveness of ChatGPT in Mathematical Reasoning and Problem Solving: Evidence from the Vietnamese National High School Graduation Examination | Jun 10, 2023 | MathMathematical Reasoning | —Unverified | 0 | 0 |
| Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles | Jun 16, 2025 | DiversityMathematical Reasoning | —Unverified | 0 | 0 |
| Investigating the Potential of Large Language Model-Based Router Multi-Agent Architectures for Foundation Design Automation: A Task Classification and Expert Selection Study | Jun 13, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
