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ngl567 / CAKE

ACL 2022: CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion
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Where to get the concept-level data? #3

Open ROIM1998 opened 2 years ago

ROIM1998 commented 2 years ago

Hi there, very interesting and solid work! I'm very interested in your work and I'm a little confused since there are no concept-level data aligned with the instance-level data (i.e. the instance-of relations between entities and concepts) in the original KGC datasets such as FB15k. So which version of concept data did you use in the ACG part of your work? And did you use the same concept-level data across different datasets or just use the dataset-specific schemas for each one of them? And more specifically, how can I fetch those data online?

Thanks ROIM

ngl567 commented 2 years ago

Thank you for your question. The concept data could be obtained from the ontology of some knowledge graphs. Freebase, DBpedia and NELL all have ontological concepts.