Training for Compositional Sensitivity Reduces Dense Retrieval Generalization

Radoslav Ralev, Aditeya Baral, Iliya Zhechev +2

Dense retrieval compresses texts into single embeddings ranked by cosine similarity. While efficient for recall, this interface is brittle for identity-level matching: minimal comp…