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| LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback | Jun 20, 2024 | Binary ClassificationGSM8K | CodeCode Available | 1 |
| CityGPT: Empowering Urban Spatial Cognition of Large Language Models | Jun 20, 2024 | Code GenerationMath | CodeCode Available | 1 |
| RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold | Jun 20, 2024 | MathReinforcement Learning (RL) | CodeCode Available | 1 |
| Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles | Jun 18, 2024 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| DELLA-Merging: Reducing Interference in Model Merging through Magnitude-Based Sampling | Jun 17, 2024 | GSM8KMath | CodeCode Available | 1 |
| Collective Constitutional AI: Aligning a Language Model with Public Input | Jun 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| DICE: Detecting In-distribution Contamination in LLM's Fine-tuning Phase for Math Reasoning | Jun 6, 2024 | Math | CodeCode Available | 1 |
| TAIA: Large Language Models are Out-of-Distribution Data Learners | May 30, 2024 | Math | CodeCode Available | 1 |
| MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions | May 29, 2024 | BenchmarkingDialogue Understanding | CodeCode Available | 1 |
