ENTITY Centered Kernel Alignment (CKA)

Centered Kernel Alignment (CKA)

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RESEARCH · CL_25605 · May 8 · 06:48

Paper challenges cosine similarity metric for neural representations

A new paper published on arXiv argues that mean-pooled cosine similarity, a common metric for comparing neural representations, is not length-invariant. The researchers demonstrate that sequence length alone can heavily…

Paper challenges cosine similarity metric for neural representations