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GenAI with Knowledge Graphs

GenAI with Knowledge Graphs

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    Full nanopublications: TriG(txt), JSON-LD(txt), N-Quads(txt), TriX(txt)

    Assertions only: Turtle(txt), JSON-LD(txt), N-Triples(txt), RDF/XML(txt)

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    ℹ About

    This is a community on discussing how GenAI can and should be combined with Knowledge Graph.

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                                📦 Maintained Resources

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                                Papers count per assigned LLM-KG category

                                show query show view show nanopub
                                TopCategory Category PaperCount Example
                                KGEnhancedLLM
                                KGEnhancedLLMInference
                                50
                                KGEnhancedLLM
                                KGEnhancedLLMInterpretability
                                3
                                KGEnhancedLLM
                                KGEnhancedLLMPretraining
                                7
                                LLMAugmentedKG
                                LLMAugmentedKGCompletion
                                12
                                LLMAugmentedKG
                                LLMAugmentedKGConstruction
                                35
                                LLMAugmentedKG
                                LLMAugmentedKGEmbedding
                                3
                                LLMAugmentedKG
                                LLMAugmentedKGQuestionAnswering
                                9
                                LLMAugmentedKG
                                LLMAugmentedKGToTextGeneration
                                1
                                SynergizedLLMKG
                                SynergizedKnowledgeRepresentation
                                15
                                SynergizedLLMKG
                                SynergizedReasoning
                                66

                                Methods and code summary stats

                                show query show view show nanopub
                                AvgDescribedMethods AvgDiscussedMethods PercentPapersWithSourceCodeURL
                                1.38
                                8.86
                                12%