The Low-Dimensional Linear Geometry of Contextualized Word Representations

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Knowledge Triples

Source Entity	Relationship	Target Entity
BERT Method	encodes	Low Dimensional Subspaces OtherEntity
Black Box Probing Method	extracts	Linguistic Features Material
Black Box Probing Method	studies	BERT Method
Black Box Probing Method	studies	ELMo Method
ELMo Method	encodes	Low Dimensional Subspaces OtherEntity
Low Dimensional Subspaces OtherEntity	describes	Hierarchical Relations OtherEntity
Low Dimensional Subspaces OtherEntity	relatedTo	Model Behavior OtherEntity