| StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization | Oct 11, 2024 | RAGRetrieval-augmented Generation | CodeCode Available | 2 |
| Retriever-and-Memory: Towards Adaptive Note-Enhanced Retrieval-Augmented Generation | Oct 11, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 2 |
| TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text | Oct 10, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs | Oct 8, 2024 | Knowledge GraphsRAG | CodeCode Available | 2 |
| Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval | Oct 6, 2024 | Community DetectionInformation Retrieval | CodeCode Available | 2 |
| Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models | Oct 2, 2024 | Mixture-of-ExpertsNavigate | CodeCode Available | 2 |
| FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" | Sep 30, 2024 | counterfactualHallucination | CodeCode Available | 2 |
| QAEncoder: Towards Aligned Representation Learning in Question Answering System | Sep 30, 2024 | Document EmbeddingQuestion Answering | CodeCode Available | 2 |
| Towards Interactive and Learnable Cooperative Driving Automation: a Large Language Model-Driven Decision-Making Framework | Sep 19, 2024 | Autonomous VehiclesDecision Making | CodeCode Available | 2 |
| Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse | Sep 17, 2024 | In-Context LearningRAG | CodeCode Available | 2 |
