Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAdgXn_bg8hsOxDZIWZ3F1tqhetMQTo9zSuN9cLCZ5YGk/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 "KG-LLM Framework" assertion.
- Rescal label "RESCAL" assertion.
- TransE label "TransE" assertion.
- WsGat label "wsGAT" assertion.
- KgLlmAblationFramework comment "This framework serves as a baseline variant of the KG-LLM approach. It converts multi-hop KG paths into natural language prompts but explicitly removes instructions, textualized IDs, and Chain-of-Thought reasoning from the expected response. It uses instruction fine-tuning to train LLMs for multi-hop link and relation prediction as a comparative method." assertion.
- KgLlmFramework comment "This framework converts multi-hop KG paths into Chain-of-Thought natural language prompts with instructions. These prompts are then used to instruction fine-tune LLMs, enabling them to perform multi-hop link prediction and relation prediction tasks within knowledge graphs, significantly leveraging LLMs to enhance KG completion." assertion.
- KgLlmAblationFramework subject LLMAugmentedKGCompletion assertion.
- KgLlmFramework subject LLMAugmentedKGCompletion assertion.
- arXiv.2403.07311 title "Knowledge Graph Large Language Model (KG-LLM) for Link Prediction" 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 hasTopCategory LLMAugmentedKG assertion.
- KgLlmFramework hasTopCategory LLMAugmentedKG assertion.