Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAbmlZSAHz9d7WzSKH7aijHq6-GuUzOjoVBqtz3rvzu2s/assertion>. }
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- arXiv.2403.07311 type Entity assertion.
- analogy type Workflow assertion.
- complex type Workflow assertion.
- conGlr type Workflow assertion.
- convRot type Workflow assertion.
- distMult type Workflow assertion.
- kgLlmAblationFramework type Workflow assertion.
- kgLlmFramework type Workflow assertion.
- rescal type Workflow assertion.
- transe type Workflow assertion.
- wsGat type Workflow assertion.
- analogy label "Analogy" assertion.
- complex label "CompleX" assertion.
- conGlr label "ConGLR" assertion.
- convRot label "ConvRot" assertion.
- distMult label "DistMult" assertion.
- kgLlmAblationFramework label "KG-LLM (ablation) Framework" assertion.
- kgLlmFramework label "Knowledge Graph Large Language Model (KG-LLM) Framework" assertion.
- rescal label "RESCAL" assertion.
- transe label "TransE" assertion.
- wsGat label "wsGAT" assertion.
- kgLlmAblationFramework comment "This is an ablation variant of the KG-LLM framework, where the knowledge prompt structure is simplified by removing explicit instructions, textualized IDs, and Chain-of-Thought reasoning from the expected response. It is explicitly designed and evaluated as a baseline within the same LLM-augmented KG completion approach." assertion.
- kgLlmFramework comment "The KG-LLM framework converts multi-hop knowledge graph paths into natural language Chain-of-Thought prompts. These prompts are then used for instruction fine-tuning of Large Language Models (LLMs) to perform multi-hop link and relation prediction, which are tasks aimed at completing missing information within Knowledge Graphs." assertion.
- arXiv.2403.07311 describes kgLlmAblationFramework assertion.
- arXiv.2403.07311 describes kgLlmFramework assertion.
- arXiv.2403.07311 discusses analogy assertion.
- arXiv.2403.07311 discusses complex assertion.
- arXiv.2403.07311 discusses conGlr assertion.
- arXiv.2403.07311 discusses convRot assertion.
- arXiv.2403.07311 discusses distMult assertion.
- arXiv.2403.07311 discusses rescal assertion.
- arXiv.2403.07311 discusses transe assertion.
- arXiv.2403.07311 discusses wsGat assertion.
- kgLlmAblationFramework subject LLMAugmentedKGCompletion assertion.
- kgLlmFramework subject LLMAugmentedKGCompletion assertion.
- arXiv.2403.07311 title "Knowledge Graph Large Language Model (KG-LLM) for Link Prediction" assertion.
- kgLlmAblationFramework hasTopCategory LLMAugmentedKG assertion.
- kgLlmFramework hasTopCategory LLMAugmentedKG assertion.