Zijia Lin

Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval

2023 · arXiv (Cornell University)

In this paper, we systematically study the potential of pre-training with Large Language Model(LLM)-based document expansion for dense passage retrieval. Concretely, we leverage the capabilities of LLMs for document expansion, i.e. query generation, and effectively …