A Comparative Analysis of Linguistic and Retrieval Diversity in LLM-Generated Search Queries

Oct 1, 2025·
Oleg Zendel
Oleg Zendel
,
Sara Fahad Dawood Al Lawati
,
Lida Rashidi
,
Falk Scholer
,
Mark Sanderson
· 0 min read
Abstract
A comprehensive comparative analysis examining both linguistic diversity and retrieval effectiveness diversity in search queries generated by large language models, with implications for query generation and reformulation.
Type
Publication
Proceedings of the 34th ACM International Conference on Information and Knowledge Management
Large Language Models Query Generation Diversity Information Retrieval
Oleg Zendel
Authors
Oleg Zendel
Research Fellow