Dependency parsing with structure preserving embeddings

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Knowledge Triples

Source Entity	Relationship	Target Entity
Dependency Parsing Task	uses	ContextualRepresentation Material
Dependency Parsing Task	uses	Head-Dependent Scoring Method
Geometric Losses Metric	evaluatedIn	Graph Based Parser Method
Graph Based Parser Method	measuredBy	Tree Performance Metric
Tree Embedding Task	incorporates	Geometric Losses Metric