| Deconfounded Causality-aware Parameter-Efficient Fine-Tuning for Problem-Solving Improvement of LLMs | Sep 4, 2024 | Mathparameter-efficient fine-tuning | —Unverified | 0 |
| More is More: Addition Bias in Large Language Models | Sep 4, 2024 | MathText Summarization | CodeCode Available | 0 |
| General OCR Theory: Towards OCR-2.0 via a Unified End-to-end Model | Sep 3, 2024 | DecoderMath | CodeCode Available | 9 |
| S^3c-Math: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners | Sep 3, 2024 | GSM8KMath | —Unverified | 0 |
| MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models | Aug 30, 2024 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems | Aug 29, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| Entropic Distribution Matching in Supervised Fine-tuning of LLMs: Less Overfitting and Better Diversity | Aug 29, 2024 | Code GenerationDiversity | —Unverified | 0 |
| Physics of Language Models: Part 2.2, How to Learn From Mistakes on Grade-School Math Problems | Aug 29, 2024 | Math | —Unverified | 0 |
| Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic | Aug 29, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models | Aug 28, 2024 | Data AugmentationGSM8K | —Unverified | 0 |
