Lost in a Single Vector: Improving Long-Document Retrieval with Chunk Evidence Aggregation

Shanshan Lyu, Yiwei Wang, Yujun Cai +2

Dense retrieval ranks one query vector against one document vector. On long documents, this interface can fail when a short but decisive span is weakened during document encoding b…