MaxSim Unifies Sparse Retrieval and Logical Operations

UMass researchers theoretically proved that the MaxSim operation in late-interaction models can exactly reproduce sparse vector inner products and support logical operations. This extension to real-valued inner products enhances retrieval quality for complex queries in models like ColBERT.

2026-07-08 ~ 2026-07-08 · 2 related posts