| Large Language Models as Analogical Reasoners | Oct 3, 2023 | Code GenerationGSM8K | —Unverified | 0 |
| Benchmarking and Improving Generator-Validator Consistency of Language Models | Oct 3, 2023 | BenchmarkingInstruction Following | —Unverified | 0 |
| SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training | Oct 3, 2023 | Contrastive LearningEquation Discovery | CodeCode Available | 1 |
| MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts | Oct 3, 2023 | ChatbotImage Captioning | CodeCode Available | 2 |
| A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration | Oct 3, 2023 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| Fill in the Blank: Exploring and Enhancing LLM Capabilities for Backward Reasoning in Math Word Problems | Oct 3, 2023 | GSM8KMath | CodeCode Available | 0 |
| FELM: Benchmarking Factuality Evaluation of Large Language Models | Oct 1, 2023 | BenchmarkingMath | CodeCode Available | 1 |
| Investigating the Efficacy of Large Language Models in Reflective Assessment Methods through Chain of Thoughts Prompting | Sep 30, 2023 | Math | —Unverified | 0 |
| ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving | Sep 29, 2023 | Arithmetic ReasoningComputational Efficiency | CodeCode Available | 3 |
| L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models | Sep 29, 2023 | Code GenerationMath | —Unverified | 0 |
