| OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data | Oct 2, 2024 | Arithmetic ReasoningLarge Language Model | CodeCode Available | 4 |
| Small Language Models are Equation Reasoners | Sep 19, 2024 | Arithmetic ReasoningKnowledge Distillation | —Unverified | 0 |
| 3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability | Aug 28, 2024 | Arithmetic ReasoningGPU | CodeCode Available | 0 |
| Relating the Seemingly Unrelated: Principled Understanding of Generalization for Generative Models in Arithmetic Reasoning Tasks | Jul 25, 2024 | Arithmetic Reasoning | —Unverified | 0 |
| Leveraging LLM Reasoning Enhances Personalized Recommender Systems | Jul 22, 2024 | Arithmetic ReasoningRecommendation Systems | —Unverified | 0 |
| Toward Adaptive Reasoning in Large Language Models with Thought Rollback | Jul 21, 2024 | Arithmetic ReasoningMath | CodeCode Available | 1 |
| Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together | Jul 15, 2024 | Arithmetic ReasoningLanguage Modeling | —Unverified | 0 |
| Qwen2 Technical Report | Jul 15, 2024 | Arithmetic ReasoningGSM8K | CodeCode Available | 13 |
| Self-training Language Models for Arithmetic Reasoning | Jul 11, 2024 | Arithmetic Reasoning | CodeCode Available | 0 |
| SBoRA: Low-Rank Adaptation with Regional Weight Updates | Jul 7, 2024 | Arithmetic Reasoningparameter-efficient fine-tuning | CodeCode Available | 0 |
