| Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning | Aug 16, 2024 | MathMathematical Reasoning | CodeCode Available | 1 |
| Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models | Aug 15, 2024 | Math | —Unverified | 0 |
| Leveraging Web-Crawled Data for High-Quality Fine-Tuning | Aug 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization | Aug 14, 2024 | InformativenessInstruction Following | CodeCode Available | 1 |
| MathScape: Evaluating MLLMs in multimodal Math Scenarios through a Hierarchical Benchmark | Aug 14, 2024 | MathMathematical Reasoning | CodeCode Available | 0 |
| A Perspective on Large Language Models, Intelligent Machines, and Knowledge Acquisition | Aug 13, 2024 | Common Sense ReasoningMath | —Unverified | 0 |
| Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers | Aug 12, 2024 | GSM8KMath | CodeCode Available | 4 |
| P3: A Policy-Driven, Pace-Adaptive, and Diversity-Promoted Framework for data pruning in LLM Training | Aug 10, 2024 | DiversityLogical Reasoning | —Unverified | 0 |
| Examining the Behavior of LLM Architectures Within the Framework of Standardized National Exams in Brazil | Aug 9, 2024 | MathMultiple-choice | —Unverified | 0 |
| Mathfish: Evaluating Language Model Math Reasoning via Grounding in Educational Curricula | Aug 8, 2024 | GSM8KLanguage Modeling | CodeCode Available | 1 |
