A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking
with Large Language Models

A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models

14 October 2023

Shengyao Zhuang

Guido Zuccon

Papers citing "A Setwise Approach for Effective and Highly Efficient Zero-shot Ranking with Large Language Models"

19 / 19 papers shown

Title
MURR: Model Updating with Regularized Replay for Searching a Document Stream Eugene Yang Nicola Tonellotto Dawn J Lawrie Sean MacAvaney James Mayfield Douglas W. Oard Scott Miller KELM 25 0 0 14 Apr 2025
Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring Yida Cai Kun Liang Sanwoo Lee Qinghan Wang Yunfang Wu ALM 54 1 0 08 Apr 2025
Towards Explainable Doctor Recommendation with Large Language Models Ziyang Zeng Dongyuan Li Yuqing Yang LM&MA AI4TS 63 0 0 04 Mar 2025
Patent Figure Classification using Large Vision-language Models Sushil Awale Eric Müller-Budack Ralph Ewerth 26 0 0 22 Jan 2025
Self-Calibrated Listwise Reranking with Large Language Models Ruiyang Ren Yuhao Wang K. Zhou Wayne Xin Zhao W. Wang Jing Liu Ji-Rong Wen Tat-Seng Chua LRM KELM 26 0 0 07 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee M. Shoeybi Jimmy J. Lin Bryan Catanzaro Wei Ping 40 10 0 04 Nov 2024
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers Shijie Chen Bernal Jiménez Gutiérrez Yu Su 23 3 0 03 Oct 2024
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 32 5 0 20 Jun 2024
MCRanker: Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers Fang Guo Wenyu Li Honglei Zhuang Yun Luo Yafu Li Qi Zhu Le Yan Yue Zhang ALM 63 6 0 18 Apr 2024
GenSERP: Large Language Models for Whole Page Presentation Zhenning Zhang Yunan Zhang Suyu Ge Guangwei Weng M. Narang Xia Song Saurabh Tiwary KELM 18 2 0 22 Feb 2024
Large Language Models for Stemming: Promises, Pitfalls and Failures Shuai Wang Shengyao Zhuang Guido Zuccon 16 1 0 19 Feb 2024
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 35 258 0 14 Aug 2023
Zero-Shot Listwise Document Reranking with a Large Language Model Xueguang Ma Xinyu Crystina Zhang Ronak Pradeep Jimmy J. Lin 65 48 0 03 May 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 720 0 17 Apr 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 51 362 0 15 Feb 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 54 163 0 14 Jan 2021
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 211 515 0 13 Oct 2020
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 164 453 0 17 Mar 2020