Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words.

Kaitlyn Zhou Kawin Ethayarajh Dallas Card Dan Jurafsky

Published in: ACL (2) (2022)

Keyphrases

high frequency
low frequency
similarity measure
visual quality
high resolution
high frequencies
wavelet transform
subband
distance measure
vector space
wavelet domain
feature vectors
discrete wavelet transform
wavelet coefficients
image segmentation
low pass
high frequency components
cosine similarity measure