Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting
Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Le Yan, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky
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.
Topics & Concepts
Computer sciencePairwise comparisonNatural language processingRanking (information retrieval)Artificial intelligenceLanguage modelTopic ModelingNatural Language Processing Techniques