Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RA7TQ8hLxkdou5TPCZkfivO8lkVszXK_5nyQIGG4npHDE/assertion>. }
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- ChainOfThought type Workflow assertion.
- arXiv.2511.17012 type Entity assertion.
- InstructUIEFramework type Workflow assertion.
- SelfInstructFramework type Workflow assertion.
- ZhaoEtAl2025HunanCelebrityKGConstruction type Workflow assertion.
- ChainOfThought label "Chain-of-Thought" assertion.
- InstructUIEFramework label "InstructUIE framework" assertion.
- SelfInstructFramework label "Self-Instruct framework" assertion.
- ZhaoEtAl2025HunanCelebrityKGConstruction label "ZhaoEtAl2025HunanCelebrityKGConstruction" assertion.
- ZhaoEtAl2025HunanCelebrityKGConstruction comment "This method proposes a supervised fine-tuning approach for Large Language Models to enhance information extraction for domain-specific Knowledge Graph construction. It involves defining a fine-grained schema, constructing an instruction fine-tuning dataset, and employing LoRA for parameter-efficient fine-tuning of LLMs. The fine-tuned LLMs are then used to extract structured entities, relations, and properties from text to build a Knowledge Graph." assertion.
- arXiv.2511.17012 describes ZhaoEtAl2025HunanCelebrityKGConstruction assertion.
- arXiv.2511.17012 discusses ChainOfThought assertion.
- arXiv.2511.17012 discusses InstructUIEFramework assertion.
- arXiv.2511.17012 discusses SelfInstructFramework assertion.
- ZhaoEtAl2025HunanCelebrityKGConstruction subject LLMAugmentedKGConstruction assertion.
- arXiv.2511.17012 title "Supervised Fine-Tuning of Large Language Models for Domain-Specific Knowledge Graph Construction: A Case Study on Hunan's Historical Celebrities" assertion.
- ZhaoEtAl2025HunanCelebrityKGConstruction hasTopCategory LLMAugmentedKG assertion.