What Cosine Similarity of Label Representations Can and Cannot Tell us

Beatrix M. G. Nielsen, Andreas Grivas

Cosine similarity is often used to measure the similarity of vector representations of neural network models. However, the cosine similarity of representations is not guaranteed to…