Improving Passage Retrieval with Zero-Shot Question Generation

15 April 2022

Devendra Singh Sachan

Luke Zettlemoyer

Papers citing "Improving Passage Retrieval with Zero-Shot Question Generation"

50 / 111 papers shown

Title
QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines Ohjoon Kwon Changsu Lee Jihye Back Lim Sun Suk Inho Kang Donghyeon Jeon 38 0 0 12 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation J. Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 May 2025
Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Zhengliang Shi Lingyong Yan Weiwei Sun Yue Feng Pengjie Ren Xinyu Ma Shuaiqiang Wang D. Yin Maarten de Rijke Z. Ren RALM 43 0 0 05 May 2025
Implementing Rational Choice Functions with LLMs and Measuring their Alignment with User Preferences Anna Karnysheva Christian Drescher Dietrich Klakow 24 0 0 22 Apr 2025
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search Y. Zhang Tianshu Wang Sirui Chen Kun Wang Xingyu Zeng Hongyu Lin Xianpei Han Le Sun Chaochao Lu LRM 31 0 0 15 Apr 2025
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM Jianyu Liu Yi Huang Sheng Bi Junlan Feng Guilin Qi 31 2 0 08 Apr 2025
CoRanking: Collaborative Ranking with Small and Large Ranking Agents Wenhan Liu Xinyu Ma Y. X. Zhu Lixin Su S. Wang Dawei Yin Zhicheng Dou ALM 39 0 0 30 Mar 2025
Towards Explainable Doctor Recommendation with Large Language Models Ziyang Zeng Dongyuan Li Yuqing Yang LM&MA AI4TS 63 0 0 04 Mar 2025
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM Yuxin Yang Haoyang Wu Tao Wang Jia-Qi Yang Hao Ma Guojie Luo RALM 26 0 0 01 Mar 2025
From Retrieval to Generation: Comparing Different Approaches Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Mohammed Ali Adam Jatowt RALM 49 0 0 27 Feb 2025
Few-Shot Multilingual Open-Domain QA from 5 Examples Fan Jiang Tom Drummond Trevor Cohn 48 0 0 27 Feb 2025
QUILL: Quotation Generation Enhancement of Large Language Models Jin Xiao Bowei Zhang Qianyu He Jiaqing Liang Feng Wei Jinglei Chen Zujie Liang Deqing Yang Yanghua Xiao HILM LRM 106 0 0 21 Feb 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 48 2 0 21 Feb 2025
Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 79 1 0 21 Feb 2025
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation SeongKu Kang Bowen Jin Wonbin Kweon Yu Zhang Dongha Lee J. Han Hwanjo Yu 57 0 0 16 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... K. Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 101 2 0 02 Feb 2025
Ister: Inverted Seasonal-Trend Decomposition Transformer for Explainable Multivariate Time Series Forecasting Fanpu Cao Shu Yang Zhengjian Chen Ye Liu Laizhong Cui AI4TS 36 0 0 28 Jan 2025
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document Retrieval Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Adam Jatowt 26 2 0 28 Jan 2025
ListConRanker: A Contrastive Text Reranker with Listwise Encoding Junlong Liu Yue Ma Ruihui Zhao Junhao Zheng Qianli Ma Yangyang Kang 33 0 0 13 Jan 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Pengjie Ren Zhumin Chen Dawei Yin Z. Ren RALM ALM ELM LRM LM&MA 74 285 0 31 Dec 2024
DynRank: Improving Passage Retrieval with Dynamic Zero-Shot Prompting Based on Question Classification Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Mohammed M. Abdelgwad Adam Jatowt 74 1 0 30 Nov 2024
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 36 0 0 07 Nov 2024
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking Dezhi Ye Junwei Hu Jiabin Fan Bowen Tian Jie Liu Haijin Liang Jin Ma 36 1 0 07 Nov 2024
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation Z. Wang Haitao Yuan Wei Dong Gao Cong Feifei Li 3DV 43 1 0 01 Nov 2024
AutoRAG: Automated Framework for optimization of Retrieval Augmented Generation Pipeline Dongkyu Kim Byoungwook Kim Donggeon Han Matouš Eibich 40 8 0 28 Oct 2024
LargePiG: Your Large Language Model is Secretly a Pointer Generator ZhongXiang Sun Zihua Si Xiaoxue Zang Kai Zheng Yang Song Xiao Zhang Jun Xu HILM RALM 42 0 0 15 Oct 2024
One2set + Large Language Model: Best Partners for Keyphrase Generation Liangying Shao Liang Zhang Minlong Peng Guoqi Ma Hao Yue Mingming Sun Jinsong Su 39 0 0 04 Oct 2024
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers Shijie Chen Bernal Jiménez Gutiérrez Yu Su 31 4 0 03 Oct 2024
PairDistill: Pairwise Relevance Distillation for Dense Retrieval Chao-Wei Huang Yun-Nung Chen 28 1 0 02 Oct 2024
Disentangling Questions from Query Generation for Task-Adaptive Retrieval Yoonsang Lee Minsoo Kim Seung-won Hwang RALM 23 0 0 25 Sep 2024
Unlocking Markets: A Multilingual Benchmark to Cross-Market Question Answering Yifei Yuan Yang Deng Anders Søgaard Mohammad Aliannejadi 23 0 0 24 Sep 2024
W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering Jinming Nian Zhiyuan Peng Qifan Wang Yi Fang RALM 70 2 0 15 Aug 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore Rulin Shao Jacqueline He Akari Asai Weijia Shi Tim Dettmers Sewon Min Luke Zettlemoyer Pang Wei Koh RALM 27 22 0 09 Jul 2024
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models Baharan Nouriinanloo Maxime Lamothe 35 0 0 26 Jun 2024
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task Wenhan Liu Yutao Zhu Zhicheng Dou ALM RALM 37 9 0 24 Jun 2024
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models Qi Liu Bo Wang Nan Wang Jiaxin Mao RALM 72 3 0 21 Jun 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 40 32 0 20 Jun 2024
An Investigation of Prompt Variations for Zero-shot LLM-based Rankers Shuoqi Sun Shengyao Zhuang Shuai Wang Guido Zuccon 40 5 0 20 Jun 2024
Improving Zero-shot LLM Re-Ranker with Risk Minimization Xiaowei Yuan Zhao Yang Yequan Wang Jun Zhao Kang Liu 28 1 0 19 Jun 2024
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels Jasper Xian Saron Samuel Faraz Khoubsirat Ronak Pradeep Md Arafat Sultan Radu Florian Salim Roukos Avirup Sil Christopher Potts Omar Khattab VLM 34 2 0 17 Jun 2024
TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy Yiqun Chen Qi Liu Yi Zhang Weiwei Sun Daiting Shi Jiaxin Mao Dawei Yin Jiaxin Mao Dawei Yin 33 6 0 17 Jun 2024
Ranking Manipulation for Conversational Search Engines Samuel Pfrommer Yatong Bai Tanmay Gautam Somayeh Sojoudi SILM 39 4 0 05 Jun 2024
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking Yifan Zeng Ojas Tendolkar Raymond Baartmans Qingyun Wu Huazheng Wang Lizhong Chen 33 0 0 31 May 2024
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark Hongliu Cao AI4TS 27 11 0 27 May 2024
Ranked List Truncation for Large Language Model-based Re-Ranking Chuan Meng Negar Arabzadeh Arian Askari Mohammad Aliannejadi Maarten de Rijke LRM 37 13 0 28 Apr 2024
A Survey on the Real Power of ChatGPT Ming Liu Ran Liu Ye Zhu Hua Wang Youyang Qu Rongsheng Li Yongpan Sheng Wray L. Buntine 42 2 0 22 Apr 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 65 6 0 18 Apr 2024
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers Yuan Wang Xuyang Wu Hsin-Tai Wu Zhiqiang Tao Yi Fang ALM 31 7 0 04 Apr 2024
DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation Ramraj Chandradevan Kaustubh D. Dhole Eugene Agichtein 31 3 0 03 Apr 2024
Query Performance Prediction using Relevance Judgments Generated by Large Language Models Chuan Meng Negar Arabzadeh Arian Askari Mohammad Aliannejadi Maarten de Rijke LRM 27 11 0 01 Apr 2024