Composite Code Sparse Autoencoders for first stage retrieval

Carlos Lassance, Thibault Formal, Stephane Clinchant

We propose a Composite Code Sparse Autoencoder (CCSA) approach for Approximate Nearest Neighbor (ANN) search of document representations based on Siamese-BERT models. In Informatio…