| First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning | Nov 14, 2023 | GSM8KMath | —Unverified | 0 |
| SAIE Framework: Support Alone Isn't Enough -- Advancing LLM Training with Adversarial Remarks | Nov 14, 2023 | GSM8KMath | —Unverified | 0 |
| VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency | Nov 13, 2023 | MathMathematical Reasoning | CodeCode Available | 0 |
| Large Language Models' Understanding of Math: Source Criticism and Extrapolation | Nov 12, 2023 | Automated Theorem ProvingMath | —Unverified | 0 |
| Let's Reinforce Step by Step | Nov 10, 2023 | GSM8KLogical Reasoning | —Unverified | 0 |
| Towards Interpretable Sequence Continuation: Analyzing Shared Circuits in Large Language Models | Nov 7, 2023 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation | Nov 7, 2023 | MathRAG | —Unverified | 0 |
| ATHENA: Mathematical Reasoning with Thought Expansion | Nov 2, 2023 | MathMathematical Reasoning | CodeCode Available | 0 |
| Unleashing the Creative Mind: Language Model As Hierarchical Policy For Improved Exploration on Challenging Problem Solving | Nov 1, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks | Oct 30, 2023 | FairnessMath | CodeCode Available | 0 |
| math-PVS: A Large Language Model Framework to Map Scientific Publications to PVS Theories | Oct 25, 2023 | Automated Theorem ProvingLanguage Modeling | —Unverified | 0 |
| We are Who We Cite: Bridges of Influence Between Natural Language Processing and Other Academic Fields | Oct 23, 2023 | DiversityMath | CodeCode Available | 0 |
| SEGO: Sequential Subgoal Optimization for Mathematical Problem-Solving | Oct 19, 2023 | GSM8KMath | CodeCode Available | 0 |
| Let's reward step by step: Step-Level reward model as the Navigators for Reasoning | Oct 16, 2023 | Code GenerationGSM8K | —Unverified | 0 |
| Improving Large Language Model Fine-tuning for Solving Math Problems | Oct 16, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Solving Math Word Problems with Reexamination | Oct 14, 2023 | DescriptiveMath | CodeCode Available | 0 |
| The Search-and-Mix Paradigm in Approximate Nash Equilibrium Algorithms | Oct 12, 2023 | Math | —Unverified | 0 |
| LLMs as Potential Brainstorming Partners for Math and Science Problems | Oct 10, 2023 | Math | —Unverified | 0 |
| Guiding Language Model Reasoning with Planning Tokens | Oct 9, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Critique Ability of Large Language Models | Oct 7, 2023 | Code CompletionDecision Making | —Unverified | 0 |
| Resprompt: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models | Oct 7, 2023 | Math | —Unverified | 0 |
| Analysis of the Reasoning with Redundant Information Provided Ability of Large Language Models | Oct 6, 2023 | 8kMath | —Unverified | 0 |
| Concise and Organized Perception Facilitates Reasoning in Large Language Models | Oct 5, 2023 | LAMBADAMath | —Unverified | 0 |
| The Rise of Open Science: Tracking the Evolution and Perceived Value of Data and Methods Link-Sharing Practices | Oct 4, 2023 | ArticlesMath | CodeCode Available | 0 |
| Large Language Models as Analogical Reasoners | Oct 3, 2023 | Code GenerationGSM8K | —Unverified | 0 |
