Found in the Middle: Permutation Self-Consistency Improves Listwise
Ranking in Large Language Models

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models

11 October 2023

Xinyu Crystina Zhang

Papers citing "Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models"

15 / 15 papers shown

Title
Towards Explainable Doctor Recommendation with Large Language Models Ziyang Zeng Dongyuan Li Yuqing Yang LM&MA AI4TS 68 0 0 04 Mar 2025
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers Shijie Chen Bernal Jiménez Gutiérrez Yu Su 33 4 0 03 Oct 2024
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding Yukun Cao Shuo Han Zengyi Gao Zezhong Ding Xike Xie S. Kevin Zhou 43 7 0 05 Sep 2024
From Artificial Needles to Real Haystacks: Improving Retrieval Capabilities in LLMs by Finetuning on Synthetic Data Zheyang Xiong Vasilis Papageorgiou Kangwook Lee Dimitris Papailiopoulos SyDa RALM 36 12 0 27 Jun 2024
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 44 5 0 20 Jun 2024
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking Yifan Zeng Ojas Tendolkar Raymond Baartmans Qingyun Wu Huazheng Wang Lizhong Chen 44 0 0 31 May 2024
Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models Xinyu Crystina Zhang Sebastian Hofstatter Patrick Lewis Raphael Tang Jimmy J. Lin LRM KELM ELM RALM ALM 40 6 0 05 Dec 2023
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 57 288 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 51 0 03 May 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 349 3,314 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 447 8,650 0 28 Jan 2022
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval Thibault Formal Carlos Lassance Benjamin Piwowarski S. Clinchant 209 186 0 21 Sep 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 281 1,125 0 18 Apr 2021
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 54 369 0 15 Feb 2021
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 180 468 0 17 Mar 2020