2025
TRIAL: Token Relations and Importance Aware Late-interaction for Accurate Text Retrieval
EMNLP 2025
Late-interaction based multi-vector retrieval systems have greatly advanced the field of information retrieval by enabling fast and accurate search over millions of documents. However, these systems rely on a naive summation of token-level similarity scores which often leads to inaccurate relevance