Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting
Research paper by Zhen Qin and collaborators. Published 2023-06-30. Topics: Large Language Models, Pairwise Ranking Prompting, pointwise ranking, listwise ranking, prompt.
Resource information
- Authors
- Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky
- Research topics
- Large Language Models, Pairwise Ranking Prompting, pointwise ranking, listwise ranking, prompt, query, candidate documents, benchmark datasets, fine-tuned rankers, TREC-DL2020, Flan-UL2, GPT-4
- Publication date
- 2023-06-30
- Publication
- arXiv
- Last record update
- Nov 3, 2026