| Interpretable Math Word Problem Solution Generation Via Step-by-step Planning | Jun 1, 2023 | GSM8KLanguage Modeling | —Unverified | 0 |
| Quantitative Methods for Optimizing Patient Outcomes in Liver Transplantation | May 31, 2023 | ManagementMath | —Unverified | 0 |
| Let's Verify Step by Step | May 31, 2023 | Active LearningMath | CodeCode Available | 4 |
| Chatbots put to the test in math and logic problems: A preliminary comparison and assessment of ChatGPT-3.5, ChatGPT-4, and Google Bard | May 30, 2023 | ChatbotMath | —Unverified | 0 |
| Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning | May 29, 2023 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective | May 24, 2023 | Decision MakingMath | —Unverified | 0 |
| Emergent inabilities? Inverse scaling over the course of pretraining | May 24, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GRACE: Discriminator-Guided Chain-of-Thought Reasoning | May 24, 2023 | GSM8KMath | CodeCode Available | 1 |
| Complex Mathematical Symbol Definition Structures: A Dataset and Model for Coordination Resolution in Definition Extraction | May 24, 2023 | Definition ExtractionMath | CodeCode Available | 0 |
| Reasoning with Language Model is Planning with World Model | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Unlocking Temporal Question Answering for Large Language Models with Tailor-Made Reasoning Logic | May 24, 2023 | Logical ReasoningMath | CodeCode Available | 0 |
| The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models | May 24, 2023 | Language ModellingMath | CodeCode Available | 1 |
| RSRM: Reinforcement Symbolic Regression Machine | May 24, 2023 | MathQ-Learning | —Unverified | 0 |
| MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems | May 23, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 |
| RetICL: Sequential Retrieval of In-Context Examples with Reinforcement Learning | May 23, 2023 | In-Context LearningLanguage Modelling | CodeCode Available | 1 |
| ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models | May 23, 2023 | Math | CodeCode Available | 1 |
| CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models | May 23, 2023 | 2kMath | CodeCode Available | 1 |
| Cognitive network science reveals bias in GPT-3, ChatGPT, and GPT-4 mirroring math anxiety in high-school students | May 22, 2023 | MathText Generation | —Unverified | 0 |
| Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation | May 22, 2023 | Knowledge TracingMath | —Unverified | 0 |
| Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate | May 22, 2023 | BenchmarkingMath | —Unverified | 0 |
| TEIMMA: The First Content Reuse Annotator for Text, Images, and Math | May 22, 2023 | Math | CodeCode Available | 0 |
| TheoremQA: A Theorem-driven Question Answering dataset | May 21, 2023 | MathQuestion Answering | CodeCode Available | 1 |
| Hint of Thought prompting: an explainable and zero-shot approach to reasoning tasks with LLMs | May 19, 2023 | Arithmetic ReasoningGSM8K | —Unverified | 0 |
| A quantitative study of NLP approaches to question difficulty estimation | May 17, 2023 | MathMultiple-choice | CodeCode Available | 0 |
| Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency | May 14, 2023 | Arithmetic ReasoningMath | CodeCode Available | 0 |
