| More is More: Addition Bias in Large Language Models | Sep 4, 2024 | MathText Summarization | CodeCode Available | 0 |
| Deconfounded Causality-aware Parameter-Efficient Fine-Tuning for Problem-Solving Improvement of LLMs | Sep 4, 2024 | Mathparameter-efficient fine-tuning | —Unverified | 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 |
| Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic | Aug 29, 2024 | GSM8KLanguage Modeling | —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 |
| SIaM: Self-Improving Code-Assisted Mathematical Reasoning of Large Language Models | Aug 28, 2024 | Data AugmentationGSM8K | —Unverified | 0 |
| Generative Verifiers: Reward Modeling as Next-Token Prediction | Aug 27, 2024 | MathPrediction | —Unverified | 0 |
| What makes math problems hard for reinforcement learning: a case study | Aug 27, 2024 | MathReinforcement Learning (RL) | CodeCode Available | 1 |
| Students' Perceived Roles, Opportunities, and Challenges of a Generative AI-powered Teachable Agent: A Case of Middle School Math Class | Aug 26, 2024 | Math | —Unverified | 0 |
| Multi-tool Integration Application for Math Reasoning Using Large Language Model | Aug 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models | Aug 21, 2024 | 8kGSM8K | CodeCode Available | 1 |
| Mathematical Information Retrieval: Search and Question Answering | Aug 21, 2024 | Information RetrievalMath | —Unverified | 0 |
| Benchmarking Large Language Models for Math Reasoning Tasks | Aug 20, 2024 | BenchmarkingIn-Context Learning | CodeCode Available | 0 |
| QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning | Aug 20, 2024 | BenchmarkingLanguage Modelling | —Unverified | 0 |
| A Study of PHOC Spatial Region Configurations for Math Formula Retrieval | Aug 17, 2024 | MathRetrieval | —Unverified | 0 |
| Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions | Aug 16, 2024 | DescriptiveHallucination | —Unverified | 0 |
| Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning | Aug 16, 2024 | MathMathematical Reasoning | CodeCode Available | 1 |
| Leveraging Web-Crawled Data for High-Quality Fine-Tuning | Aug 15, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Does Reasoning Emerge? Examining the Probabilities of Causation in Large Language Models | Aug 15, 2024 | Math | —Unverified | 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 |
