Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RA3rC4HKg3oOEpBkxIDrJ3DQYkPle89M0RRumAdIJFR3A/assertion>. }
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- arXiv.2506.21556 type Entity assertion.
- gemini2Dot5 type Workflow assertion.
- gpt4o type Workflow assertion.
- m2ConceptBase type Workflow assertion.
- multimodalRagFramework type Workflow assertion.
- qwen2Dot5Omni type Workflow assertion.
- vatkgConstructionPipeline type Workflow assertion.
- videoLlama2 type Workflow assertion.
- wikidata5M type Workflow assertion.
- gemini2Dot5 label "Gemini-2.5" assertion.
- gpt4o label "GPT-4o" assertion.
- m2ConceptBase label "M2ConceptBase" assertion.
- multimodalRagFramework label "Multimodal RAG Framework" assertion.
- qwen2Dot5Omni label "Qwen2.5-Omni" assertion.
- vatkgConstructionPipeline label "VAT-KG Construction Pipeline" assertion.
- videoLlama2 label "Video-LLaMA2" assertion.
- wikidata5M label "Wikidata5M" assertion.
- multimodalRagFramework comment "This framework integrates VAT-KG with Multimodal Large Language Models (MLLMs) for question answering across diverse modalities. It synergistically combines retrieval from VAT-KG with MLLM generation and includes a "Retrieval Checker" that uses the MLLM's text encoder to filter retrieved KG triplets, indicating a unified reasoning process where both LLM and KG representations are actively combined." assertion.
- vatkgConstructionPipeline comment "This method proposes a four-step pipeline for constructing the Visual-Audio-Text Knowledge Graph (VAT-KG). It explicitly leverages LLMs for "Knowledge-Intensive Recaptioning" to enrich textual data and "Multimodal Triplet Grounding" to extract knowledge-intensive triplets, directly supporting the construction of the knowledge graph. Thus, LLMs are used to improve a KG task, specifically KG construction." assertion.
- arXiv.2506.21556 describes multimodalRagFramework assertion.
- arXiv.2506.21556 describes vatkgConstructionPipeline assertion.
- arXiv.2506.21556 discusses gemini2Dot5 assertion.
- arXiv.2506.21556 discusses gpt4o assertion.
- arXiv.2506.21556 discusses m2ConceptBase assertion.
- arXiv.2506.21556 discusses qwen2Dot5Omni assertion.
- arXiv.2506.21556 discusses videoLlama2 assertion.
- arXiv.2506.21556 discusses wikidata5M assertion.
- multimodalRagFramework subject SynergizedReasoning assertion.
- vatkgConstructionPipeline subject LLMAugmentedKGConstruction assertion.
- arXiv.2506.21556 title "VAT-KG: KNOWLEDGE-INTENSIVE MULTIMODAL KNOWLEDGE GRAPH DATASET FOR RETRIEVAL-AUGMENTED GENERATION" assertion.
- multimodalRagFramework hasTopCategory SynergizedLLMKG assertion.
- vatkgConstructionPipeline hasTopCategory LLMAugmentedKG assertion.