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Binder: Hierarchical Concept Representation through Order Embedding of Binary Vectors
Hyperbolic embedding improves embedding quality by exploiting the ever-expanding property of Hyperbolic space, but it also suffers from the same fate as box embedding as gradient descent like optimization is not simple in the Hyperbolic space.
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