KnowledgeNet: A Benchmark Dataset for Knowledge Base Population

IJCNLP 2019 Filipe MesquitaMatteo CannaviccioJordan SchmidekParamita MirzaDenilson Barbosa

KnowledgeNet is a benchmark dataset for the task of automatically populating a knowledge base (Wikidata) with facts expressed in natural language text on the web. KnowledgeNet provides text exhaustively annotated with facts, thus enabling the holistic end-to-end evaluation of knowledge base population systems as a whole, unlike previous benchmarks that are more suitable for the evaluation of individual subcomponents (e.g., entity linking, relation extraction)... (read more)

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