NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval

Sepanta Zeighami, Zac Wellmer, Aditya Parameswaran

$k$-Nearest Neighbor search on dense vector embeddings ($k$-NN retrieval) from pre-trained embedding models is the predominant retrieval method for text and images, as well as Retr…