| Reverse Thinking Makes LLMs Stronger Reasoners | Nov 29, 2024 | Data AugmentationKnowledge Distillation | —Unverified | 0 |
| Mars-PO: Multi-Agent Reasoning System Preference Optimization | Nov 28, 2024 | MathMathematical Reasoning | —Unverified | 0 |
| A Lean Dataset for International Math Olympiad: Small Steps towards Writing Math Proofs for Hard Problems | Nov 28, 2024 | LEMMAMath | —Unverified | 0 |
| Embracing AI in Education: Understanding the Surge in Large Language Model Use by Secondary Students | Nov 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS | Nov 27, 2024 | In-Context LearningMath | CodeCode Available | 0 |
| Learning by Analogy: Enhancing Few-Shot Prompting for Math Word Problem Solving with Computational Graph-Based Retrieval | Nov 25, 2024 | MathMath Word Problem Solving | —Unverified | 0 |
| Unraveling Arithmetic in Large Language Models: The Role of Algebraic Structures | Nov 25, 2024 | GSM8KMath | —Unverified | 0 |
| Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training | Nov 21, 2024 | Math | —Unverified | 0 |
| MM-Eval: A Hierarchical Benchmark for Modern Mongolian Evaluation in LLMs | Nov 14, 2024 | General KnowledgeMath | CodeCode Available | 0 |
| RESOLVE: Relational Reasoning with Symbolic and Object-Level Features Using Vector Symbolic Processing | Nov 13, 2024 | DecoderMath | CodeCode Available | 0 |
| OpenAI-o1 AB Testing: Does the o1 model really do good reasoning in math problem solving? | Nov 9, 2024 | Logical ReasoningMath | —Unverified | 0 |
| VISTA: Visual Integrated System for Tailored Automation in Math Problem Generation Using LLM | Nov 8, 2024 | Math | —Unverified | 0 |
| Meta-Reasoning Improves Tool Use in Large Language Models | Nov 7, 2024 | Math | CodeCode Available | 0 |
| Evaluating GPT-4 at Grading Handwritten Solutions in Math Exams | Nov 7, 2024 | Math | —Unverified | 0 |
| Self-Consistency Preference Optimization | Nov 6, 2024 | GSM8KMath | —Unverified | 0 |
| Automatic Generation of Question Hints for Mathematics Problems using Large Language Models in Educational Technology | Nov 5, 2024 | MathMisconceptions | —Unverified | 0 |
| Leveraging Label Semantics and Meta-Label Refinement for Multi-Label Question Classification | Nov 4, 2024 | MathReranking | CodeCode Available | 0 |
| Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models | Nov 2, 2024 | GSM8KMath | —Unverified | 0 |
| STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing | Nov 1, 2024 | 2kIn-Context Learning | —Unverified | 0 |
| DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models | Oct 29, 2024 | MathMathematical Reasoning | —Unverified | 0 |
| Automated Feedback in Math Education: A Comparative Analysis of LLMs for Open-Ended Responses | Oct 29, 2024 | MathZero-Shot Learning | —Unverified | 0 |
| Improving Math Problem Solving in Large Language Models Through Categorization and Strategy Tailoring | Oct 29, 2024 | Math | —Unverified | 0 |
| EoRA: Training-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation | Oct 28, 2024 | ARCMath | —Unverified | 0 |
| Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks? | Oct 27, 2024 | Data AugmentationMath | CodeCode Available | 0 |
| Library Learning Doesn't: The Curious Case of the Single-Use "Library" | Oct 26, 2024 | MathMathematical Reasoning | CodeCode Available | 0 |
