| MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System | Mar 12, 2025 | ChunkingComputational Efficiency | CodeCode Available | 3 | 5 |
| From human experts to machines: An LLM supported approach to ontology and knowledge graph construction | Mar 13, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 3 | 5 |
| Multi-Head RAG: Solving Multi-Aspect Problems with LLMs | Jun 7, 2024 | BenchmarkingDecoder | CodeCode Available | 3 | 5 |
| OpenResearcher: Unleashing AI for Accelerated Scientific Research | Aug 13, 2024 | RAGRetrieval | CodeCode Available | 3 | 5 |
| Ai2 Scholar QA: Organized Literature Synthesis with Attribution | Apr 15, 2025 | Question AnsweringRetrieval | CodeCode Available | 3 | 5 |
| MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding | Mar 18, 2025 | document understandingQuestion Answering | CodeCode Available | 3 | 5 |
| MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot | Feb 6, 2025 | DiagnosticLarge Language Model | CodeCode Available | 3 | 5 |
| Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical Perception | Oct 16, 2024 | Binary ClassificationChunking | CodeCode Available | 3 | 5 |
| AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases | Jul 17, 2024 | Autonomous DrivingBackdoor Attack | CodeCode Available | 3 | 5 |
| LRP4RAG: Detecting Hallucinations in Retrieval-Augmented Generation via Layer-wise Relevance Propagation | Aug 28, 2024 | RAGRetrieval | CodeCode Available | 3 | 5 |
