| 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 |
| Turning large language models into cognitive models | Jun 6, 2023 | Decision MakingMathematical Reasoning | CodeCode Available | 1 |
| Random Feedback Alignment Algorithms to train Neural Networks: Why do they Align? | Jun 4, 2023 | Mathematical Reasoning | —Unverified | 0 |
| Evaluating Language Models for Mathematics through Interactions | Jun 2, 2023 | Language ModellingMathematical Problem-Solving | CodeCode Available | 1 |
| Learning Multi-Step Reasoning by Solving Arithmetic Tasks | Jun 2, 2023 | MathMathematical Reasoning | CodeCode Available | 1 |
| Gorilla: Large Language Model Connected with Massive APIs | May 24, 2023 | HallucinationLanguage Modeling | CodeCode Available | 6 |
| A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis | May 24, 2023 | Arithmetic ReasoningMathematical Reasoning | CodeCode Available | 1 |
| A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers | May 21, 2023 | Mathematical Reasoning | —Unverified | 0 |
| FedCBO: Reaching Group Consensus in Clustered Federated Learning through Consensus-based Optimization | May 4, 2023 | Federated Learningglobal-optimization | CodeCode Available | 1 |
| Federated Prompting and Chain-of-Thought Reasoning for Improving LLMs Answering | Apr 27, 2023 | Mathematical Reasoning | —Unverified | 0 |
| Self-Refine: Iterative Refinement with Self-Feedback | Mar 30, 2023 | Mathematical ReasoningResponse Generation | CodeCode Available | 3 |
| Natural Language Reasoning, A Survey | Mar 26, 2023 | Logical ReasoningMathematical Reasoning | CodeCode Available | 1 |
| Sparks of Artificial General Intelligence: Early experiments with GPT-4 | Mar 22, 2023 | Arithmetic ReasoningMathematical Reasoning | CodeCode Available | 6 |
| MathPrompter: Mathematical Reasoning using Large Language Models | Mar 4, 2023 | Arithmetic ReasoningMath | CodeCode Available | 1 |
| A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram | Feb 22, 2023 | Geometry Problem SolvingMathematical Reasoning | CodeCode Available | 1 |
| ChatGPT for Robotics: Design Principles and Model Abilities | Feb 20, 2023 | Mathematical ReasoningPrompt Engineering | CodeCode Available | 4 |
| Tree-Based Representation and Generation of Natural and Mathematical Language | Feb 15, 2023 | MathMathematical Reasoning | CodeCode Available | 1 |
| Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning | Feb 11, 2023 | DecoderMathematical Reasoning | —Unverified | 0 |
| Explanation Selection Using Unlabeled Data for Chain-of-Thought Prompting | Feb 9, 2023 | Mathematical ReasoningNatural Language Inference | CodeCode Available | 0 |
| Reliable Natural Language Understanding with Large Language Models and Answer Set Programming | Feb 7, 2023 | Mathematical ReasoningNatural Language Understanding | —Unverified | 0 |
| Techniques to Improve Neural Math Word Problem Solvers | Feb 6, 2023 | DecoderLanguage Modelling | CodeCode Available | 0 |
| Mathematical Capabilities of ChatGPT | Jan 31, 2023 | Elementary MathematicsMath | CodeCode Available | 1 |
| A Survey of Deep Learning for Mathematical Reasoning | Dec 20, 2022 | Deep LearningMath | CodeCode Available | 2 |
| Reasoning with Language Model Prompting: A Survey | Dec 19, 2022 | Arithmetic ReasoningCommon Sense Reasoning | CodeCode Available | 3 |
| UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression | Dec 6, 2022 | Geometry Problem SolvingLogical Reasoning | CodeCode Available | 1 |
