| Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning | Jan 6, 2025 | MathMathematical Reasoning | —Unverified | 0 | 0 |
| Query Auto Completion for Math Formula Search | Dec 9, 2019 | Math | —Unverified | 0 | 0 |
| QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation | Jul 17, 2025 | MathReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning | May 20, 2025 | MathOffline RL | —Unverified | 0 | 0 |
| Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement | Sep 18, 2024 | GSM8KMath | —Unverified | 0 | 0 |
| A Neural Network Implementation for Free Energy Principle | Jun 11, 2023 | Math | —Unverified | 0 | 0 |
| An Efficient Merge Search Matheuristic for Maximising the Net Present Value of Project Schedules | Oct 20, 2022 | MathScheduling | —Unverified | 0 | 0 |
| Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding | Feb 17, 2025 | Arithmetic ReasoningChart Understanding | —Unverified | 0 | 0 |
| RBench-V: A Primary Assessment for Visual Reasoning Models with Multi-modal Outputs | May 22, 2025 | Image ManipulationMath | —Unverified | 0 | 0 |
| ReasonAgain: Using Extractable Symbolic Programs to Evaluate Mathematical Reasoning | Oct 24, 2024 | GSM8KMath | —Unverified | 0 | 0 |
| Odd period cycles and ergodic properties in price dynamics for an exchange economy | Sep 17, 2023 | Math | —Unverified | 0 | 0 |
| ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs | Jun 23, 2025 | Math | —Unverified | 0 | 0 |
| Reasoning about Quantities in Natural Language | Jan 1, 2015 | MathNatural Language Inference | —Unverified | 0 | 0 |
| Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment | Feb 5, 2025 | GSM8KHumanEval | —Unverified | 0 | 0 |
| Reasoning Like Program Executors | Nov 16, 2021 | Logical ReasoningMath | —Unverified | 0 | 0 |
| Reasoning Like Program Executors | Jan 27, 2022 | Logical ReasoningMath | —Unverified | 0 | 0 |
| Reasoning Models Know When They're Right: Probing Hidden States for Self-Verification | Apr 7, 2025 | Logical ReasoningMath | —Unverified | 0 | 0 |
| Unit Dependency Graph and its Application to Arithmetic Word Problem Solving | Dec 3, 2016 | MathNatural Language Understanding | —Unverified | 0 | 0 |
| Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths | Oct 7, 2024 | AttributeGSM8K | —Unverified | 0 | 0 |
| Anchored Diffusion Language Model | May 24, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding | Oct 1, 2022 | Data AugmentationMath | —Unverified | 0 | 0 |
| Reasoning with Large Language Models, a Survey | Jul 16, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 | 0 |
| Reasoning with Latent Thoughts: On the Power of Looped Transformers | Feb 24, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| RSRM: Reinforcement Symbolic Regression Machine | May 24, 2023 | MathQ-Learning | —Unverified | 0 | 0 |
| AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling | Dec 19, 2024 | Math | —Unverified | 0 | 0 |