sub:assertion {
<
https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference>
rdfs:label "KG-enhanced LLM inference" .
<
https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInterpretability>
rdfs:label "KG-enhanced LLM interpretability" .
<
https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMPretraining>
rdfs:label "KG-enhanced LLM pre-training" .
<
https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGCompletion>
rdfs:label "LLM-augmented KG completion" .
<
https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction>
rdfs:label "LLM-augmented KG construction" .
<
https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGEmbedding>
rdfs:label "LLM-augmented KG embedding" .
<
https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGQuestionAnswering>
rdfs:label "LLM-augmented KG question answering" .
<
https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGToTextGeneration>
rdfs:label "LLM-augmented KG to text generation" .
<
https://neverblink.eu/ontologies/llm-kg/categories#SynergizedKnowledgeRepresentation>
rdfs:label "Synergized Knowledge Representation" .
<
https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning>
rdfs:label "Synergized Reasoning" .
sub:assertion dct:description "This template allows you to annotate research papers with large language models(LLMs) and knowledge graphs(KGs) integration categories based on the Pan et al. (2024) roadmap (DOI: https://doi.org/10.48550/arXiv.2306.08302). This template includes the paper's DOI, its specific integration category, and the contributor who made the categorization." ;
a nt:AssertionTemplate ;
rdfs:label "Annotating paper with LLMs+KGs integration category" ;
nt:hasNanopubLabelPattern "LLMs+KGs integration category: ${category} for ${paper}" ;
nt:hasStatement sub:st1 ;
nt:hasTag "Annotations" .
sub:category a nt:RestrictedChoicePlaceholder ;
nt:possibleValue <
https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInference> , <
https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMInterpretability> , <
https://neverblink.eu/ontologies/llm-kg/categories#KGEnhancedLLMPretraining> , <
https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGCompletion> , <
https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGConstruction> , <
https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGEmbedding> , <
https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGQuestionAnswering> , <
https://neverblink.eu/ontologies/llm-kg/categories#LLMAugmentedKGToTextGeneration> , <
https://neverblink.eu/ontologies/llm-kg/categories#SynergizedKnowledgeRepresentation> , <
https://neverblink.eu/ontologies/llm-kg/categories#SynergizedReasoning> .
sub:paper a nt:UriPlaceholder ;
nt:hasPrefix "https://doi.org/" ;
nt:hasPrefixLabel "the paper with DOI" ;
nt:hasRegex "10.(\\d)+/(\\S)+" .
sub:st1 rdf:object sub:category ;
rdf:predicate dct:subject ;
rdf:subject sub:paper ;
a nt:RepeatableStatement .
}