| Knowledge Graph-Guided Retrieval Augmented Generation | Feb 8, 2025 | DiversityHallucination | CodeCode Available | 2 |
| SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model | Jan 28, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 2 |
| Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning | Jan 25, 2025 | Answer GenerationMulti-agent Reinforcement Learning | CodeCode Available | 2 |
| Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph | Jan 24, 2025 | Community DetectionHallucination | CodeCode Available | 2 |
| Reasoning Language Models: A Blueprint | Jan 20, 2025 | Reinforcement Learning (RL)Retrieval-augmented Generation | CodeCode Available | 2 |
| Enhancing Retrieval-Augmented Generation: A Study of Best Practices | Jan 13, 2025 | In-Context LearningRAG | CodeCode Available | 2 |
| VideoRAG: Retrieval-Augmented Generation over Video Corpus | Jan 10, 2025 | RAGResponse Generation | CodeCode Available | 2 |
| MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems | Jan 7, 2025 | RAGRetrieval | CodeCode Available | 2 |
| LatteReview: A Multi-Agent Framework for Systematic Review Automation Using Large Language Models | Jan 5, 2025 | Decision MakingRAG | CodeCode Available | 2 |
| KaLM-Embedding: Superior Training Data Brings A Stronger Embedding Model | Jan 2, 2025 | MTEB BenchmarkRetrieval-augmented Generation | CodeCode Available | 2 |
