Dense Passage Retrieval for Open-Domain Question Answering

10 April 2020

Patrick Lewis

Sergey Edunov

Papers citing "Dense Passage Retrieval for Open-Domain Question Answering"

50 / 553 papers shown

Title
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
Pre-training vs. Fine-tuning: A Reproducibility Study on Dense Retrieval Knowledge Acquisition Zheng Yao Shuai Wang Guido Zuccon 21 0 0 12 May 2025
KG-HTC: Integrating Knowledge Graphs into LLMs for Effective Zero-shot Hierarchical Text Classification Qianbo Zang Christophe Zgrzendek Igor Tchappi Afshin Khadangi Johannes Sedlmeir VLM 35 2 0 08 May 2025
QBR: A Question-Bank-Based Approach to Fine-Grained Legal Knowledge Retrieval for the General Public Mingruo Yuan Ben Kao Tien-Hsuan Wu AILaw 71 0 0 08 May 2025
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes Mohammad Aqib Mohd Hamza Qipei Mei Ying Hei Chui RALM ELM 50 0 0 07 May 2025
HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights Ozan Gokdemir Carlo Siebenschuh Alexander Brace Azton Wells Brian Hsu ... A. Anandkumar Ian Foster R. Stevens V. Vishwanath A. Ramanathan VLM 37 0 0 07 May 2025
Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and Modality Xueguang Ma Luyu Gao Shengyao Zhuang Jiaqi Samantha Zhan Jamie Callan Jimmy Lin 134 0 0 05 May 2025
SymbioticRAG: Enhancing Document Intelligence Through Human-LLM Symbiotic Collaboration Qiang Sun Tingting Bi Sirui Li E. Holden Paul Duuring Kai Niu Wei Liu 27 0 0 05 May 2025
MateICL: Mitigating Attention Dispersion in Large-Scale In-Context Learning Murtadha Ahmed Wenbo Liu yunfeng 41 0 0 02 May 2025
Effective Inference-Free Retrieval for Learned Sparse Representations F. M. Nardini Thong Nguyen Cosimo Rulli Rossano Venturini Andrew Yates RALM 40 0 0 30 Apr 2025
Traceback of Poisoning Attacks to Retrieval-Augmented Generation Baolei Zhang Haoran Xin Minghong Fang Zhuqing Liu Biao Yi Tong Li Zheli Liu SILM AAML 62 0 0 30 Apr 2025
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities Woongyeong Yeo Kangsan Kim Soyeong Jeong Jinheon Baek S. Hwang 54 0 0 29 Apr 2025
m-KAILIN: Knowledge-Driven Agentic Scientific Corpus Distillation Framework for Biomedical Large Language Models Training Meng Xiao Xunxin Cai Chengrui Wang Yuanchun Zhou 48 0 0 28 Apr 2025
Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented Generation Carlo Merola Jaspinder Singh RALM 124 0 0 28 Apr 2025
Privacy-Preserving Federated Embedding Learning for Localized Retrieval-Augmented Generation Qianren Mao Qili Zhang Hanwen Hao Zhentao Han Runhua Xu ... Bo Li Y. Song Jin Dong Jianxin Li Philip S. Yu 71 0 0 27 Apr 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths Jingjin Wang LRM 120 0 0 25 Apr 2025
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models Bang An Shiyue Zhang Mark Dredze 61 0 0 25 Apr 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering Rong Cheng J. Liu Yan Zheng Fei Ni Jiazhen Du Hangyu Mao Fuzheng Zhang Bo-Lan Wang Jianye Hao LRM 54 0 0 25 Apr 2025
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval Yongkang Li Panagiotis Eustratiadis Simon Lupart Evangelos Kanoulas AAML 48 0 0 24 Apr 2025
Don't Retrieve, Generate: Prompting LLMs for Synthetic Training Data in Dense Retrieval Aarush Sinha RALM 73 0 0 20 Apr 2025
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering X. Wang Jijun Chi Zhenghan Tai Tung Sum Thomas Kwok Muzhi Li ... Suyuchen Wang Yihong Wu Jerry Huang Jingrui Tian Ling Zhou 67 0 0 20 Apr 2025
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation Anfu Tang Laure Soulier Vincent Guigue LRM 77 0 0 16 Apr 2025
CSPLADE: Learned Sparse Retrieval with Causal Language Models Zhichao Xu Aosong Feng Yijun Tian Haibo Ding Lin Leee Cheong RALM 40 0 0 15 Apr 2025
Breaking the Lens of the Telescope: Online Relevance Estimation over Large Retrieval Sets Mandeep Rathee Venktesh V Sean MacAvaney Avishek Anand KELM 26 1 0 12 Apr 2025
RAG-VR: Leveraging Retrieval-Augmented Generation for 3D Question Answering in VR Environments Shiyi Ding Ying Chen RALM 36 0 0 11 Apr 2025
Unleashing the Power of LLMs in Dense Retrieval with Query Likelihood Modeling Hengran Zhang Keping Bi J. Guo Xiaojie Sun Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng RALM 129 0 0 07 Apr 2025
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 60 0 0 07 Apr 2025
Leveraging LLMs for Utility-Focused Annotation: Reducing Manual Effort for Retrieval and RAG Hengran Zhang Minghao Tang Keping Bi J. Guo Shihao Liu Daiting Shi Dawei Yin Xueqi Cheng 19 0 0 07 Apr 2025
Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search Yedan Shen Kaixin Wu Yuechen Ding Jingyuan Wen Hong Liu Mingjie Zhong Zhouhan Lin Jia Xu Linjian Mo RALM 68 0 0 27 Mar 2025
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning M. Ben-Chen Tianpeng Li Haoze Sun Yijie Zhou Chenzheng Zhu ... Weipeng Chen Haofen Wang Jeff Z. Pan Wen Zhang H. Chen ReLM OffRL AI4TS LRM 64 6 0 25 Mar 2025
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal System Weihang Su Baoqing Yue Qingyao Ai Yiran Hu Jiaqi Li C. Wang Kaiyuan Zhang Yueyue Wu Y. Liu AILaw ELM 106 0 0 18 Mar 2025
MultiConIR: Towards multi-condition Information Retrieval Xuan Lu Sifan Liu Bochao Yin Y. K. Li Xinghao Chen Hui Su Yaohui Jin Wenjun Zeng Xiaoyu Shen 69 0 0 13 Mar 2025
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Bowen Jin Hansi Zeng Zhenrui Yue Dong Wang Sercan Ö. Arik Dong Wang Hamed Zamani J. Han RALM ReLM KELM OffRL AI4TS LRM 80 22 0 12 Mar 2025
Prompt2LVideos: Exploring Prompts for Understanding Long-Form Multimodal Videos Soumya Jahagirdar Jayasree Saha C. V. Jawahar 56 0 0 11 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Q. Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 68 3 0 11 Mar 2025
OASIS: Order-Augmented Strategy for Improved Code Search Zuchen Gao Zizheng Zhan Xianming Li Erxin Yu Haotian Zhang Bin Chen Yuqun Zhang Jing Li 64 0 0 11 Mar 2025
EuroBERT: Scaling Multilingual Encoders for European Languages Nicolas Boizard Hippolyte Gisserot-Boukhlef Duarte M. Alves André F. T. Martins Ayoub Hammal ... Maxime Peyrard Nuno M. Guerreiro Patrick Fernandes Ricardo Rei Pierre Colombo 122 1 0 07 Mar 2025
LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue Sangyeop Kim S. Park Jaewon Jung Jinseok Kim Sungzoon Cho 45 0 0 06 Mar 2025
A Practical Memory Injection Attack against LLM Agents Shen Dong Shaocheng Xu Pengfei He Y. Li Jiliang Tang Tianming Liu Hui Liu Zhen Xiang LLMAG AAML 43 2 0 05 Mar 2025
SePer: Measure Retrieval Utility Through The Lens Of Semantic Perplexity Reduction Lu Dai Yijie Xu Jinhui Ye Hao Liu Hui Xiong 3DV RALM 78 2 0 03 Mar 2025
DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting Kai Lv Honglin Guo Qipeng Guo Xipeng Qiu 41 0 0 02 Mar 2025
Fine-Grained Retrieval-Augmented Generation for Visual Question Answering Zhengxuan Zhang Yin Wu Yuyu Luo Nan Tang 33 0 0 28 Feb 2025
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization Ryan Barron Maksim E. Eren Olga M. Serafimova Cynthia Matuszek Boian S. Alexandrov AILaw 73 0 0 27 Feb 2025
Kanana: Compute-efficient Bilingual Language Models Kanana LLM Team Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham ... Daniel Lee Minchul Lee M. Lee Shinbok Lee Gaeun Seo 90 1 0 26 Feb 2025
END: Early Noise Dropping for Efficient and Effective Context Denoising Hongye Jin Pei Chen Jingfeng Yang Z. Wang Meng-Long Jiang ... X. Zhang Zheng Li Tianyi Liu Huasheng Li Bing Yin 119 0 0 26 Feb 2025
Trustworthy Answers, Messier Data: Bridging the Gap in Low-Resource Retrieval-Augmented Generation for Domain Expert Systems Nayoung Choi Grace Byun Andrew Chung Ellie S. Paek S. Lee Jinho D. Choi RALM 86 1 0 26 Feb 2025
Say Less, Mean More: Leveraging Pragmatics in Retrieval-Augmented Generation Haris Riaz Ellen Riloff Mihai Surdeanu RALM 51 0 0 25 Feb 2025
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA S M Sarwar 66 1 0 25 Feb 2025
Chats-Grid: An Iterative Retrieval Q&A Optimization Scheme Leveraging Large Model and Retrieval Enhancement Generation in smart grid Yunfeng Li Jiqun Zhang Guofu Liao Xue Shi Junhong Liu 57 0 0 24 Feb 2025
DReSD: Dense Retrieval for Speculative Decoding Milan Gritta Huiyin Xue Gerasimos Lampouras RALM 97 0 0 24 Feb 2025