| Distill Not Only Data but Also Rewards: Can Smaller Language Models Surpass Larger Ones? | Feb 26, 2025 | GSM8KMMLU | —Unverified | 0 | 0 |
| Distributional Scaling Laws for Emergent Capabilities | Feb 24, 2025 | MMLU | —Unverified | 0 | 0 |
| DNA 1.0 Technical Report | Jan 18, 2025 | BelebeleGSM8K | —Unverified | 0 | 0 |
| Does your data spark joy? Performance gains from domain upsampling at the end of training | Jun 5, 2024 | GSM8KHumanEval | —Unverified | 0 | 0 |
| Do Large Language Models Mirror Cognitive Language Processing? | Feb 28, 2024 | ChatbotLogical Reasoning | —Unverified | 0 | 0 |
| Domain-Adaptive Continued Pre-Training of Small Language Models | Apr 13, 2025 | Domain AdaptationHellaSwag | —Unverified | 0 | 0 |
| DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining | Sep 30, 2024 | Continual PretrainingDomain Adaptation | —Unverified | 0 | 0 |
| Dual Decomposition of Weights and Singular Value Low Rank Adaptation | May 20, 2025 | GSM8KMMLU | —Unverified | 0 | 0 |
| CodingTeachLLM: Empowering LLM's Coding Ability via AST Prior Knowledge | Mar 13, 2024 | Dialogue EvaluationHumanEval | —Unverified | 0 | 0 |
| Effectiveness of Zero-shot-CoT in Japanese Prompts | Mar 9, 2025 | Abstract AlgebraCollege Mathematics | —Unverified | 0 | 0 |
| Efficient Data Selection at Scale via Influence Distillation | May 25, 2025 | GSM8KMMLU | —Unverified | 0 | 0 |
| Efficient Federated Search for Retrieval-Augmented Generation | Feb 26, 2025 | MMLURAG | —Unverified | 0 | 0 |
| Efficiently Deploying LLMs with Controlled Risk | Oct 3, 2024 | MMLUTruthfulQA | —Unverified | 0 | 0 |
| Efficient Model Development through Fine-tuning Transfer | Mar 25, 2025 | MMLUmodel | —Unverified | 0 | 0 |
| Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities | Dec 22, 2023 | ChatbotGSM8K | —Unverified | 0 | 0 |
| Eir: Thai Medical Large Language Models | Sep 13, 2024 | Language ModellingLarge Language Model | —Unverified | 0 | 0 |
| Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2 | May 9, 2025 | ARCBelebele | —Unverified | 0 | 0 |
| Enterprise Large Language Model Evaluation Benchmark | Jun 25, 2025 | Language Model EvaluationLanguage Modeling | —Unverified | 0 | 0 |
| Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems | Mar 19, 2025 | counterfactualDecision Making | —Unverified | 0 | 0 |
| Evaluating Expert Contributions in a MoE LLM for Quiz-Based Tasks | Feb 24, 2025 | Mixture-of-ExpertsMMLU | —Unverified | 0 | 0 |
| Evaluation of large language models using an Indian language LGBTI+ lexicon | Oct 26, 2023 | Machine TranslationMMLU | —Unverified | 0 | 0 |
| Few-Shot Recalibration of Language Models | Mar 27, 2024 | MathMMLU | —Unverified | 0 | 0 |
| FRAMES: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy | Feb 8, 2025 | MMLU | —Unverified | 0 | 0 |
| GAAPO: Genetic Algorithmic Applied to Prompt Optimization | Apr 9, 2025 | MMLUPrompt Engineering | —Unverified | 0 | 0 |
| Simple and Provable Scaling Laws for the Test-Time Compute of Large Language Models | Nov 29, 2024 | MMLU | —Unverified | 0 | 0 |