Anchor Divergence for Semantic Geometry in Contrastive Learning

Akash Kannan, Kiho Park, Victor Veitch

This paper concerns how semantic context determines geometry in learned vector representations. Similarity is typically measured using cosine similarity, which provides a single fi…