Query Expansion Is More Than Generation: Improving Dense Retrieval through Better Integration

Siyuan Sun, Mihai Surdeanu

Large language models (LLMs) can generate query expansions without task-specific training, yet the same expansions often make a frozen dense retriever worse. We identify an underex…