ENTITY BERT embeddings

BERT embeddings

PulseAugur coverage of BERT embeddings — every cluster mentioning BERT embeddings across labs, papers, and developer communities, ranked by signal.

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TOOL · CL_236235 · Sep 4 · 13:01

BERT embeddings occupy narrow cone, challenging cosine similarity assumptions

A recent analysis suggests that mean-pooled BERT embeddings exhibit a high cosine similarity of 0.99 between semantically unrelated pairs. This phenomenon indicates that embeddings may occupy a narrow cone, a characteri…