Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting

Abstract

Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Le Yan, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky. Findings of the Association for Computational Linguistics: NAACL 2024. 2024.