| MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding | Mar 18, 2025 | document understandingQuestion Answering | CodeCode Available | 3 |
| MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System | Mar 12, 2025 | ChunkingComputational Efficiency | CodeCode Available | 3 |
| PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths | Feb 18, 2025 | RAGRetrieval | CodeCode Available | 3 |
| Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation | Feb 12, 2025 | cross-modal alignmentmultimodal generation | CodeCode Available | 3 |
| MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot | Feb 6, 2025 | DiagnosticLarge Language Model | CodeCode Available | 3 |
| GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation | Feb 3, 2025 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 3 |
| Parametric Retrieval Augmented Generation | Jan 27, 2025 | Domain AdaptationRAG | CodeCode Available | 3 |
| OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking | Jan 16, 2025 | ArticlesRetrieval-augmented Generation | CodeCode Available | 3 |
| Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models | Nov 29, 2024 | Decision MakingRAG | CodeCode Available | 3 |
| Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension | Nov 20, 2024 | GPUMME | CodeCode Available | 3 |
| Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent | Nov 5, 2024 | BenchmarkingHallucination | CodeCode Available | 3 |
| HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems | Nov 5, 2024 | HallucinationRAG | CodeCode Available | 3 |
| MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models | Oct 16, 2024 | DiagnosticHallucination | CodeCode Available | 3 |
| Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception | Oct 16, 2024 | Binary ClassificationChunking | CodeCode Available | 3 |
| Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation | Sep 19, 2024 | RAGRetrieval | CodeCode Available | 3 |
| LRP4RAG: Detecting Hallucinations in Retrieval-Augmented Generation via Layer-wise Relevance Propagation | Aug 28, 2024 | RAGRetrieval | CodeCode Available | 3 |
| RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation | Aug 21, 2024 | RAGRetrieval | CodeCode Available | 3 |
| Graph Retrieval-Augmented Generation: A Survey | Aug 15, 2024 | HallucinationRAG | CodeCode Available | 3 |
| OpenResearcher: Unleashing AI for Accelerated Scientific Research | Aug 13, 2024 | RAGRetrieval | CodeCode Available | 3 |
| MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine | Aug 6, 2024 | Medical Visual Question AnsweringOrgan Detection | CodeCode Available | 3 |
| RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework | Aug 2, 2024 | BenchmarkingDataset Generation | CodeCode Available | 3 |
| TaskGen: A Task-Based, Memory-Infused Agentic Framework using StrictJSON | Jul 22, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases | Jul 17, 2024 | Autonomous DrivingBackdoor Attack | CodeCode Available | 3 |
| Retrieval-augmented generation in multilingual settings | Jul 1, 2024 | Prompt EngineeringRAG | CodeCode Available | 3 |
| Searching for Best Practices in Retrieval-Augmented Generation | Jul 1, 2024 | Question AnsweringRAG | CodeCode Available | 3 |
