Reducing the Footprint of Multi-Vector Retrieval with Minimal Performance Impact via Token Pooling

Benjamin Clavié, Antoine Chaffin, Griffin Adams

Over the last few years, multi-vector retrieval methods, spearheaded by ColBERT, have become an increasingly popular approach to Neural IR. By storing representations at the token…