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The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models.
Anton Razzhigaev
Matvey Mikhalchuk
Elizaveta Goncharova
Ivan V. Oseledets
Denis Dimitrov
Andrey Kuznetsov
Published in:
EACL (Findings) (2024)
Keyphrases
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learning algorithm
learning process
model selection
learning systems
learning problems
structured prediction
accurate models
prior knowledge
collaborative learning
statistical models
learning tasks
shape analysis
shape representation
inductive inference
learning rules