Asking without Telling: Exploring Latent Ontologies in Contextual Representations

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Knowledge Triples

Source Entity	Relationship	Target Entity
ELMo Method	identifies	Personhood OtherEntity
Latent Subclass Learning Method	appliesTo	BERT Method
Latent Subclass Learning Method	appliesTo	ELMo Method
Latent Subclass Learning Method	encodes	Linguistic Structure OtherEntity
Latent Subclass Learning Method	extracts	Fine Grained Semantic Roles OtherEntity