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Improving Passage Retrieval with Zero-Shot Question Generation

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022

15 April 2022

Devendra Singh Sachan

Luke Zettlemoyer

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

50 / 136 papers shown

Title
LLM Optimization Unlocks Real-Time Pairwise Reranking Jingyu Wu Aditya Shrivastava Jing Zhu Alfy Samuel Anoop Kumar Daben Liu 100 1 0 10 Nov 2025
A Representation Sharpening Framework for Zero Shot Dense Retrieval Dhananjay Ashok Suraj Nair Mutasem Al-Darabsah C. Teo Tarun Agarwal Jonathan May 100 0 0 07 Nov 2025
E-CARE: An Efficient LLM-based Commonsense-Augmented Framework for E-Commerce Ge Zhang Rohan Deepak Ajwani Tony Zheng Hongjian Gu Yaochen Hu Wei Guo Mark Coates Yingxue Zhang LRM 152 0 0 06 Nov 2025
Contextual Relevance and Adaptive Sampling for LLM-Based Document Reranking J. Huang Siddarth Madala Cheng Niu Julia Hockenmaier Tong Zhang 108 0 0 03 Nov 2025
E2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker Qi Liu Yanzhao Zhang Mingxin Li Dingkun Long Pengjun Xie Jiaxin Mao 144 0 0 26 Oct 2025
Multimodal Item Scoring for Natural Language Recommendation via Gaussian Process Regression with LLM Relevance Judgments Yifan Liu Qianfeng Wen Jiazhou Liang Mark Zhao Justin Cui Anton Korikov Armin Torogh Junyoung Kim Scott Sanner 146 0 0 24 Oct 2025
VeriCite: Towards Reliable Citations in Retrieval-Augmented Generation via Rigorous Verification Haosheng Qian Yixing Fan Jiafeng Guo Ruqing Zhang Qi Chen Dawei Yin Xueqi Cheng RALM 104 1 0 13 Oct 2025
Contrastive Retrieval Heads Improve Attention-Based Re-Ranking Linh Tran Yulong Li Radu Florian Wei-Ju Sun 123 0 0 02 Oct 2025
Enhancing Transformer-Based Rerankers with Synthetic Data and LLM-Based Supervision Dimitar Peshevski Kiril Blazhevski Martin Popovski Gjorgji Madjarov OffRL SyDa 144 0 0 23 Sep 2025
The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking Yaoyao Qian Yifan Zeng Yuchao Jiang Chelsi Jain Huazheng Wang 84 0 0 23 Sep 2025
Influence Guided Context Selection for Effective Retrieval-Augmented Generation Jiale Deng Yanyan Shen Ziyuan Pei Youmin Chen Linpeng Huang 322 1 0 21 Sep 2025
Evaluating Large Language Models for Cross-Lingual Retrieval Longfei Zuo Pingjun Hong Oliver Kraus Barbara Plank Robert Litschko LRM 112 2 0 18 Sep 2025
Verbalized Algorithms Supriya Lall Christian Farrell Hari Pathanjaly Marko Pavic Sarvesh Chezhian Masataro Asai 72 0 0 09 Sep 2025
Multi-view-guided Passage Reranking with Large Language Models Jeongwoo Na Jun Kwon Eunseong Choi Jongwuk Lee RALM AI4TS LRM 221 0 0 09 Sep 2025
Access Paths for Efficient Ordering with Large Language Models Fuheng Zhao Jiayue Chen Yiming Pan Tahseen Rabbani D. Agrawal Divyakant Agrawal A. El Abbadi Paritosh Aggarwal Anupam Datta Dimitris Tsirogiannis 113 0 0 30 Aug 2025
SurveyGen: Quality-Aware Scientific Survey Generation with Large Language Models Tong Bao Mir Tafseer Nayeem Davood Rafiei Chengzhi Zhang LM&MA 61 1 0 25 Aug 2025
DeAR: Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Adam Jatowt 104 4 0 23 Aug 2025
How Good are LLM-based Rerankers? An Empirical Analysis of State-of-the-Art Reranking Models Abdelrahman Abdallah Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt LRM 100 0 0 22 Aug 2025
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Wenhan Liu Xinyu Ma Weiwei Sun Yutao Zhu Yuchen Li D. Yin Zhicheng Dou ReLM ALM LRM 149 20 0 09 Aug 2025
RankArena: A Unified Platform for Evaluating Retrieval, Reranking and RAG with Human and LLM Feedback Abdelrahman Abdallah Mahmoud Abdalla Bhawna Piryani Jamshid Mozafari Mohammed Ali Adam Jatowt 66 3 0 07 Aug 2025
Intent Aware Context Retrieval for Multi-Turn Agricultural Question Answering Abhay Vijayvargia Ajay Nagpal Kundeshwar Pundalik Atharva Savarkar Smita Gautam Pankaj Singh Rohit Saluja Ganesh Ramakrishnan 40 0 0 28 Jul 2025
Leveraging Reference Documents for Zero-Shot Ranking via Large Language Models Jieran Li Xiuyuan Hu Yang Zhao Shengyao Zhuang H. Zhang 149 1 0 13 Jun 2025
Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking Wuwei Zhang Fangcong Yin Howard Yen Danqi Chen Xi Ye LRM 261 4 0 11 Jun 2025
REARANK: Reasoning Re-ranking Agent via Reinforcement Learning Le Zhang Bo Wang Jiaqi Leng Siva Reddy Aishwarya Agrawal LLMAG ReLM RALM LRM 306 9 0 26 May 2025
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking Soyoung Yoon Gyuwan Kim Gyu-Hwung Cho Seung-won Hwang BDL LRM 304 0 0 24 May 2025
Rank-K: Test-Time Reasoning for Listwise Reranking Eugene Yang Andrew Yates Kathryn Ricci Orion Weller Vivek Chari Benjamin Van Durme Dawn J Lawrie LRM 211 16 0 20 May 2025
CoRank: LLM-Based Compact Reranking with Document Features for Scientific Retrieval Runchu Tian Xueqiang Xu Sara Szymkuć SeongKu Kang Jiawei Han 298 4 0 19 May 2025
Batched Self-Consistency Improves LLM Relevance Assessment and Ranking Anton Korikov Pan Du Scott Sanner Navid Rekabsaz 164 1 0 18 May 2025
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 249 0 0 12 May 2025
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jimeng Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 346 4 0 12 May 2025
Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models Zhengliang Shi Lingyong Yan Weiwei Sun Yue Feng Sudipta Singha Roy Xinyu Ma Shuaiqiang Wang D. Yin Maarten de Rijke Zhaochun Ren RALM 247 5 0 05 May 2025
Implementing Rational Choice Functions with LLMs and Measuring their Alignment with User Preferences Anna Karnysheva Christian Drescher Dietrich Klakow 132 0 0 22 Apr 2025
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive SearchAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yujiao Shi Tianshu Wang Sirui Chen Kun Wang Xingyu Zeng Hongyu Lin Jia Zheng Le Sun Chaochao Lu LRM 252 4 0 15 Apr 2025
Beyond Reproducibility: Advancing Zero-shot LLM Reranking Efficiency with Setwise InsertionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Jakub Podolak Leon Peric Mina Janicijevic Roxana Petcu 193 4 0 09 Apr 2025
From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLMInternational Conference on Computational Linguistics (COLING), 2025 Jianyu Liu Yi Huang Sheng Bi Junlan Feng Guilin Qi 339 7 0 08 Apr 2025
CoRanking: Collaborative Ranking with Small and Large Ranking Agents Wenhan Liu Xinyu Ma Yinlin Zhu Lixin Su Shuaiqiang Wang Dawei Yin Zhicheng Dou ALM 292 7 0 30 Mar 2025
A Zero-shot Explainable Doctor Ranking Framework with Large Language Models Ziyang Zeng Dongyuan Li Yuqing Yang LM&MA AI4TS 315 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 190 1 0 01 Mar 2025
Few-Shot Multilingual Open-Domain QA from 5 Examples Fan Jiang Tom Drummond Trevor Cohn 304 0 0 27 Feb 2025
From Retrieval to Generation: Comparing Different Approaches Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Mohammed Ali Adam Jatowt RALM 235 3 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 406 0 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 925 4 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 3DV KELM 554 14 0 20 Feb 2025
Improving Scientific Document Retrieval with Concept Coverage-based Query Set GenerationWeb Search and Data Mining (WSDM), 2025 SeongKu Kang Sara Szymkuć Wonbin Kweon Yu Zhang Dongha Lee Jiawei Han Hwanjo Yu 292 9 0 16 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language ModelsThe Web Conference (WWW), 2025 Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... Keqin Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 620 4 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 181 0 0 28 Jan 2025
ASRank: Zero-Shot Re-Ranking with Answer Scent for Document RetrievalNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Abdelrahman Abdallah Jamshid Mozafari Bhawna Piryani Adam Jatowt 260 6 0 28 Jan 2025
ListConRanker: A Contrastive Text Reranker with Listwise Encoding Junlong Liu Yue Ma Ruihui Zhao Junhao Zheng Qianli Ma Yangyang Kang 246 3 0 13 Jan 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Sudipta Singha Roy Zhumin Chen D. Yin Zhaochun Ren RALM ALM ELM LRM LM&MA 608 418 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 324 2 0 30 Nov 2024

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Improving Passage Retrieval with Zero-Shot Question Generation

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