| VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context | May 8, 2024 | MathMathematical Reasoning | CodeCode Available | 1 |
| MAmmoTH2: Scaling Instructions from the Web | May 6, 2024 | ChatbotGSM8K | —Unverified | 0 |
| Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning | May 5, 2024 | GSM8KMath | CodeCode Available | 2 |
| Assessing and Verifying Task Utility in LLM-Powered Applications | May 3, 2024 | Math | —Unverified | 0 |
| Math Multiple Choice Question Generation via Human-Large Language Model Collaboration | May 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GOLD: Geometry Problem Solver with Natural Language Description | May 1, 2024 | Math | CodeCode Available | 1 |
| A Careful Examination of Large Language Model Performance on Grade School Arithmetic | May 1, 2024 | GSM8KLanguage Modeling | —Unverified | 0 |
| Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning | May 1, 2024 | ARCGSM8K | CodeCode Available | 3 |
| Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models | May 1, 2024 | Math | —Unverified | 0 |
| Iterative Reasoning Preference Optimization | Apr 30, 2024 | ARCGSM8K | —Unverified | 0 |
| PECC: Problem Extraction and Coding Challenges | Apr 29, 2024 | Code GenerationMath | CodeCode Available | 1 |
| Small Language Models Need Strong Verifiers to Self-Correct Reasoning | Apr 26, 2024 | Math | CodeCode Available | 0 |
| LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding | Apr 25, 2024 | GSM8KHellaSwag | CodeCode Available | 3 |
| AI Coders Are Among Us: Rethinking Programming Language Grammar Towards Efficient Code Generation | Apr 25, 2024 | Code GenerationMath | CodeCode Available | 1 |
| Achieving >97% on GSM8K: Deeply Understanding the Problems Makes LLMs Better Solvers for Math Word Problems | Apr 23, 2024 | Arithmetic ReasoningGSM8K | CodeCode Available | 1 |
| Describe-then-Reason: Improving Multimodal Mathematical Reasoning through Visual Comprehension Training | Apr 22, 2024 | MathMathematical Reasoning | —Unverified | 0 |
| MARIO Eval: Evaluate Your Math LLM with your Math LLM--A mathematical dataset evaluation toolkit | Apr 22, 2024 | Math | CodeCode Available | 5 |
| PARAMANU-GANITA: Language Model with Mathematical Capabilities | Apr 22, 2024 | Domain AdaptationGSM8K | —Unverified | 0 |
| Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone | Apr 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Automated Distractor Generation for Math Multiple-choice Questions with Overgenerate-and-rank | Apr 19, 2024 | Distractor GenerationMath | —Unverified | 0 |
| Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing | Apr 18, 2024 | Arithmetic ReasoningGSM8K | CodeCode Available | 1 |
| On the Empirical Complexity of Reasoning and Planning in LLMs | Apr 17, 2024 | Math | —Unverified | 0 |
| Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards | Apr 16, 2024 | GSM8KMath | CodeCode Available | 2 |
| Mental Stress Detection: Development and Evaluation of a Wearable In-Ear Plethysmography | Apr 12, 2024 | MathMental Stress Detection | —Unverified | 0 |
| Rho-1: Not All Tokens Are What You Need | Apr 11, 2024 | AllContinual Pretraining | CodeCode Available | 3 |
