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IsoScore: Measuring the Uniformity of Embedding Space Utilization.
William Rudman
Nate Gillman
Taylor Rayne
Carsten Eickhoff
Published in:
ACL (Findings) (2022)
Keyphrases
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embedding space
euclidean space
low dimensional
manifold learning
graph embedding
high dimensional
dimensionality reduction
geometric structure
input space
data points
geodesic distance
high dimensional data
support vector
multi dimensional
data representation