Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RARmbU45e75bBMNTLXq03mrr_SqmOQ2b8g_O2kk2kNW70/assertion>. }
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- CodeKGC type Workflow assertion.
- arXiv.2404.03868 type Entity assertion.
- CESI type Workflow assertion.
- ChatIE type Workflow assertion.
- EdcWithRefinement type Workflow assertion.
- ExtractDefineCanonicalize type Workflow assertion.
- GenIE type Workflow assertion.
- REGEN type Workflow assertion.
- SchemaRetriever type Workflow assertion.
- CodeKGC label "CodeKGC" assertion.
- CESI label "CESI" assertion.
- ChatIE label "ChatIE" assertion.
- EdcWithRefinement label "EDC with Refinement (EDC+R)" assertion.
- ExtractDefineCanonicalize label "Extract-Define-Canonicalize (EDC)" assertion.
- GenIE label "GenIE" assertion.
- REGEN label "REGEN" assertion.
- SchemaRetriever label "Schema Retriever" assertion.
- EdcWithRefinement comment "EDC+R is an extension of the EDC framework that incorporates an iterative refinement process. It uses a "hint" composed of previously extracted entities/relations and relations retrieved by the Schema Retriever to enhance the quality of the LLM's open information extraction phase, thereby improving the overall KG construction." assertion.
- ExtractDefineCanonicalize comment "EDC is a three-phase LLM-based framework (Open Information Extraction, Schema Definition, Schema Canonicalization) proposed for automated Knowledge Graph Construction. It leverages LLMs for extracting relational triplets, generating schema definitions, and standardizing the schema to handle large or absent pre-defined schemas." assertion.
- SchemaRetriever comment "The Schema Retriever is a trained component designed to retrieve relevant schema elements for a given input text. It improves the LLM's extraction performance within the KGC framework by providing contextually appropriate knowledge from the KG schema, akin to retrieval-augmented generation." assertion.
- arXiv.2404.03868 describes EdcWithRefinement assertion.
- arXiv.2404.03868 describes ExtractDefineCanonicalize assertion.
- arXiv.2404.03868 describes SchemaRetriever assertion.
- arXiv.2404.03868 discusses CodeKGC assertion.
- arXiv.2404.03868 discusses CESI assertion.
- arXiv.2404.03868 discusses ChatIE assertion.
- arXiv.2404.03868 discusses GenIE assertion.
- arXiv.2404.03868 discusses REGEN assertion.
- EdcWithRefinement subject LLMAugmentedKGConstruction assertion.
- ExtractDefineCanonicalize subject LLMAugmentedKGConstruction assertion.
- SchemaRetriever subject KGEnhancedLLMInference assertion.
- arXiv.2404.03868 title "Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction" assertion.
- EdcWithRefinement hasTopCategory LLMAugmentedKG assertion.
- ExtractDefineCanonicalize hasTopCategory LLMAugmentedKG assertion.
- SchemaRetriever hasTopCategory KGEnhancedLLM assertion.