Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAR_vmXtUMm9mcIsvDnm0BW58tIa2uQ3RUa_IiTQlrTlA/assertion>. }
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- RetrievalAugmentedGeneration type Workflow assertion.
- arXiv.2503.13514 type Entity assertion.
- Gpt4o type Workflow assertion.
- KgRag type Workflow assertion.
- Kragen type Workflow assertion.
- LightKg type Workflow assertion.
- LightRag type Workflow assertion.
- RaftRag type Workflow assertion.
- RagKgIl type Workflow assertion.
- RetrievalAugmentedGeneration label "Retrieval-Augmented Generation (RAG)" assertion.
- Gpt4o label "GPT-4o" assertion.
- KgRag label "KG-RAG" assertion.
- Kragen label "KRAGEN framework" assertion.
- LightKg label "LightKG" assertion.
- LightRag label "LightRAG" assertion.
- RaftRag label "RAFT-RAG framework" assertion.
- RagKgIl label "RAG-KG-IL" assertion.
- RagKgIl comment "RAG-KG-IL is a novel multi-agent hybrid framework that deeply integrates LLMs with KGs and an incremental learning approach. It aims to enhance LLM reasoning and reduce hallucinations, while LLM-agents actively generate, update, and reason over the Knowledge Graph, demonstrating mutual enhancement and combined reasoning capabilities. The explicit "KG Generation and Reasoning" component and evaluation of "Knowledge Creation and Causality Reasoning Capabilities" underscore its synergistic approach to reasoning." assertion.
- arXiv.2503.13514 describes RagKgIl assertion.
- arXiv.2503.13514 discusses RetrievalAugmentedGeneration assertion.
- arXiv.2503.13514 discusses Gpt4o assertion.
- arXiv.2503.13514 discusses KgRag assertion.
- arXiv.2503.13514 discusses Kragen assertion.
- arXiv.2503.13514 discusses LightKg assertion.
- arXiv.2503.13514 discusses LightRag assertion.
- arXiv.2503.13514 discusses RaftRag assertion.
- RagKgIl subject SynergizedReasoning assertion.
- arXiv.2503.13514 title "RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration" assertion.
- RagKgIl hasTopCategory SynergizedLLMKG assertion.