2026
Incorporating Token Importance in Multi-Vector Retrieval
AAAI 2026technical
ColBERT introduced a late interaction mechanism that independently encodes queries and documents using BERT, and computes similarity via fine-grained interactions over token-level vector representations. This design enables expressive matching while allowing efficient computation of scores, as the m