| Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap | Mar 27, 2025 | Autonomous DrivingIn-Context Learning | CodeCode Available | 2 |
| NeoBERT: A Next-Generation BERT | Feb 26, 2025 | In-Context LearningMTEB Benchmark | CodeCode Available | 2 |
| OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models | Feb 26, 2025 | In-Context LearningKnowledge Graphs | CodeCode Available | 2 |
| JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMs | Feb 17, 2025 | ImputationIn-Context Learning | CodeCode Available | 2 |
| Enhancing Retrieval-Augmented Generation: A Study of Best Practices | Jan 13, 2025 | In-Context LearningRAG | CodeCode Available | 2 |
| X-Prompt: Towards Universal In-Context Image Generation in Auto-Regressive Vision Language Foundation Models | Dec 2, 2024 | Image GenerationIn-Context Learning | CodeCode Available | 2 |
| KV Shifting Attention Enhances Language Modeling | Nov 29, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 2 |
| AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers | Nov 17, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 2 |
| Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization | Nov 1, 2024 | Computational EfficiencyIn-Context Learning | CodeCode Available | 2 |
| What is Wrong with Perplexity for Long-context Language Modeling? | Oct 31, 2024 | Document SummarizationIn-Context Learning | CodeCode Available | 2 |
