HF Daily Papers July 8, 2026 · Papers

Quantifying and Expanding the Theoretical Capacity of Late-Interaction Retrieval Models

Late-interaction retrieval models that use the MaxSim similarity function have shown strong empirical performance, often outperforming single-vector dense and sparse retrieval models. Despite these empirical findings, little is known about the theoretical representation power of MaxSim and how it co