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- KgLlmFramework type Workflow assertion.
- KgLlmFramework type Workflow assertion.
- KgLlmFramework type Workflow assertion.
- KgLlmFramework label "KG-LLM Framework" assertion.
- KgLlmFramework label "Knowledge Graph Large Language Model Framework (KG-LLM)" assertion.
- KgLlmFramework label "Knowledge Graph Large Language Model (KG-LLM) Framework" 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.
- KgLlmFramework comment "The KG-LLM Framework is a novel method that converts structured KG data (multi-hop paths) into natural language Chain-of-Thought (CoT) prompts. These prompts are then used to instruction fine-tune LLMs to enhance multi-hop link prediction and relation prediction performance in KGs. The method leverages LLMs' generative and reasoning capabilities to solve KG completion tasks." assertion.
- KgLlmFramework comment "The KG-LLM framework is a novel method that converts structured knowledge graph paths into natural language Chain-of-Thought (CoT) prompts. These prompts are then used to instruction fine-tune Large Language Models (LLMs) and integrate In-Context Learning (ICL) for enhancing multi-hop link and relation prediction in KGs. This method leverages LLMs to improve knowledge graph completion tasks." assertion.
- KgLlmFramework subject LLMAugmentedKGCompletion assertion.
- KgLlmFramework subject LLMAugmentedKGCompletion assertion.
- KgLlmFramework subject LLMAugmentedKGCompletion assertion.
- KgLlmFramework hasTopCategory LLMAugmentedKG assertion.
- KgLlmFramework hasTopCategory LLMAugmentedKG assertion.
- KgLlmFramework hasTopCategory LLMAugmentedKG assertion.