Scaling Laws for Embedding Dimension in Information Retrieval

Julian Killingback, Mahta Rafiee, Madine Manas +1

Dense retrieval, which encodes queries and documents into a single dense vector, has become the dominant neural retrieval approach due to its simplicity and compatibility with fast…