| Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems | Jul 15, 2024 | In-Context LearningRAG | CodeCode Available | 1 | 5 |
| Logic-RAG: Augmenting Large Multimodal Models with Visual-Spatial Knowledge for Road Scene Understanding | Mar 16, 2025 | Autonomous DrivingRAG | CodeCode Available | 1 | 5 |
| Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval | Oct 30, 2024 | RAGResponse Generation | CodeCode Available | 1 | 5 |
| LLM-Lasso: A Robust Framework for Domain-Informed Feature Selection and Regularization | Feb 15, 2025 | feature selectionRAG | CodeCode Available | 1 | 5 |
| DebateQA: Evaluating Question Answering on Debatable Knowledge | Aug 2, 2024 | DiversityQuestion Answering | CodeCode Available | 1 | 5 |
| AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant | Nov 11, 2024 | Decision MakingHallucination | CodeCode Available | 1 | 5 |
| End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs | Sep 15, 2021 | Flowchart Grounded Dialog Response GenerationRetrieval | CodeCode Available | 1 | 5 |
| LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation | Apr 22, 2024 | HallucinationRAG | CodeCode Available | 1 | 5 |
| Long-Context Inference with Retrieval-Augmented Speculative Decoding | Feb 27, 2025 | Computational EfficiencyRAG | CodeCode Available | 1 | 5 |
| Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp) | Dec 23, 2024 | Contrastive LearningInformation Retrieval | CodeCode Available | 1 | 5 |
