Zihe Diao

Exploring Large Language Model-Aided Document Expansion for Sparse Retrieval

2025

Document expansion is a technique designed to mitigate the term mismatch problem by enriching documents with related terms or queries, thereby improving retrieval performance. Notable approaches like doc2query and docT5query utilize sequence-to-sequence transformers or T5 …