Teng Lin

Structure then Query: Enabling Precise Analytical Queries over Unstructured Documents

Experiments on three real-world datasets demonstrate that AnnoIndex consistently outperforms state-of-the-art baselines, achieving the highest average F1 score while maintaining robust performance on complex multi-hop join and progressive reasoning queries.