| SBI-RAG: Enhancing Math Word Problem Solving for Students through Schema-Based Instruction and Retrieval-Augmented Generation | Oct 17, 2024 | GSM8KLanguage Modeling | CodeCode Available | 0 |
| Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning | Oct 16, 2024 | AllGSM8K | CodeCode Available | 0 |
| MIND: Math Informed syNthetic Dialogues for Pretraining LLMs | Oct 15, 2024 | GSM8KMath | —Unverified | 0 |
| One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning Tasks | Oct 14, 2024 | FairnessGSM8K | CodeCode Available | 0 |
| How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective | Oct 14, 2024 | Density Ratio EstimationGSM8K | CodeCode Available | 0 |
| COrAL: Order-Agnostic Language Modeling for Efficient Iterative Refinement | Oct 12, 2024 | Code GenerationComputational Efficiency | CodeCode Available | 0 |
| Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization | Oct 11, 2024 | GSM8KLanguage Modeling | CodeCode Available | 2 |
| Nudging: Inference-time Alignment of LLMs via Guided Decoding | Oct 11, 2024 | General KnowledgeGSM8K | —Unverified | 0 |
| SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights | Oct 11, 2024 | GSM8KMath | CodeCode Available | 4 |
| Towards Multilingual LLM Evaluation for European Languages | Oct 11, 2024 | ARCGSM8K | —Unverified | 0 |