Sungzoon Cho

Upcycling Candidate Tokens of Large Language Models for Query Expansion

2025 · arXiv (Cornell University)

Query Expansion (QE) improves retrieval performance by enriching queries with related terms. Recently, Large Language Models (LLMs) have been used for QE, but existing methods face a trade-off: generating diverse terms boosts performance but increases …