Is Cosine-Similarity of Embeddings Really About Similarity?

Harald Steck Chaitanya Ekanadham Nathan Kallus

Published in: CoRR (2024)

Keyphrases

cosine similarity
vector space
distance measure
similarity function
similarity measure
similarity computation
document similarity
semantic similarity
tf idf
document clustering
euclidean distance
vector space model
k means
similarity search
retrieval model
information retrieval
feature vectors
query processing