Is Cosine-Similarity of Embeddings Really About Similarity?
Harald SteckChaitanya EkanadhamNathan KallusPublished in: WWW (Companion Volume) (2024)
Keyphrases
- cosine similarity
- vector space
- distance measure
- similarity measure
- similarity function
- similarity computation
- document similarity
- vector space model
- euclidean distance
- semantic similarity
- document clustering
- tf idf
- k means
- retrieval model
- distance function
- structured data
- information retrieval
- low dimensional
- co occurrence
- wordnet
- k nearest neighbor
- edit distance
- image classification
- language model
- dimensionality reduction
- metadata