Miaobo Hu

SCOPE and SCION: Benchmark and Method for Ontology Induction and Fusion from Text

Ontologies (schemas) are a key bottleneck for schema-grounded information extraction and knowledge graph construction, yet manual ontology engineering is expensive and schemas quickly fragment or drift across domains. We introduce SCOPE (Schema Construction and Ontology Induction Pipeline Evaluation…