| LARGE: Legal Retrieval Augmented Generation Evaluation Tool | Apr 2, 2025 | RAGRetrieval | CodeCode Available | 2 |
| Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement | Mar 31, 2025 | HallucinationRAG | CodeCode Available | 2 |
| OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment | Mar 27, 2025 | Retrieval-augmented Generation | CodeCode Available | 2 |
| MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search | Mar 26, 2025 | Decision MakingRAG | CodeCode Available | 2 |
| RGL: A Graph-Centric, Modular Framework for Efficient Retrieval-Augmented Generation on Graphs | Mar 25, 2025 | Abstract generation | CodeCode Available | 2 |
| Datrics Text2SQL. A Framework for Natural Language to SQL Query Generation | Mar 15, 2025 | Natural Language QueriesRAG | CodeCode Available | 2 |
| Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAG | Mar 3, 2025 | RAGRetrieval | CodeCode Available | 2 |
| Qilin: A Multimodal Information Retrieval Dataset with APP-level User Sessions | Mar 1, 2025 | Information RetrievalRAG | 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 |
| LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers | Feb 25, 2025 | Multi-hop Question AnsweringQuestion Answering | CodeCode Available | 2 |
| RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts | Feb 25, 2025 | RAGReranking | CodeCode Available | 2 |
| Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts | Feb 24, 2025 | BenchmarkingFact Verification | CodeCode Available | 2 |
| NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM | Feb 16, 2025 | NavigateRAG | CodeCode Available | 2 |
| RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation | Feb 16, 2025 | graph constructionKnowledge Graphs | CodeCode Available | 2 |
| Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey | Feb 8, 2025 | FairnessRAG | CodeCode Available | 2 |
| 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 |
