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 / 727 papers shown

Title
MAFA: A multi-agent framework for annotation Mahmood Hegazy Aaron Rodrigues Azzam Naeem 7 0 0 19 May 2025
GuRE:Generative Query REwriter for Legal Passage Retrieval Daehee Kim Deokhyung Kang Jonghwi Kim Sangwon Ryu Gary Geunbae Lee RALM AILaw 14 0 0 19 May 2025
PoisonArena: Uncovering Competing Poisoning Attacks in Retrieval-Augmented Generation Liuji Chen Xiaofang Yang Yuanzhuo Lu Jinghao Zhang Xin Sun Qiang Liu Shu Wu Jing Dong Liang Wang AAML 12 0 0 18 May 2025
UniMoCo: Unified Modality Completion for Robust Multi-Modal Embeddings Jiajun Qin Yuan Pu Zhuolun He Seunggeun Kim David Z. Pan Bei Yu 12 0 0 17 May 2025
Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate Ziyang Huang Wangtao Sun Jun Zhao Kang Liu LRM 17 0 0 16 May 2025
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge Graphs Chuan Xu Qiaosheng Chen Yutong Feng Gong Cheng RALM 3DV VLM 36 0 0 16 May 2025
Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining Raghuveer Thirukovalluru Rui Meng Yong-Jin Liu Karthikeyan K Mingyi Su Ping Nie Semih Yavuz Yingbo Zhou Wenhu Chen Bhuwan Dhingra 17 0 0 16 May 2025
LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations Yile Wang Zhanyu Shen Hui Huang 29 0 0 15 May 2025
Focus, Merge, Rank: Improved Question Answering Based on Semi-structured Knowledge Bases Derian Boer Stephen Roth Stefan Kramer KELM 32 0 0 14 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
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation Jiashuo Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 31 0 0 12 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 76 0 0 08 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 42 0 0 08 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
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 52 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 190 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 43 1 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 45 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 80 0 0 30 Apr 2025
UniversalRAG: Retrieval-Augmented Generation over Corpora of Diverse Modalities and Granularities Woongyeong Yeo Kangsan Kim Soyeong Jeong Jinheon Baek Sung Ju Hwang 54 1 0 29 Apr 2025
Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented Generation Carlo Merola Jaspinder Singh RALM 190 0 0 28 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 50 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 ... Jing Chen Yangqiu Song Jin Dong Jianxin Li Philip S. Yu 76 1 0 27 Apr 2025
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths Jingjin Wang LRM 198 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 63 3 0 25 Apr 2025
DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering Rong Cheng Qingbin Liu Yan Zheng Fei Ni Jiazhen Du Hangyu Mao Fuzheng Zhang Bo-Lan Wang Jianye Hao LRM 67 0 0 25 Apr 2025
Unsupervised Corpus Poisoning Attacks in Continuous Space for Dense Retrieval Yongkang Li Panagiotis Eustratiadis Simon Lupart Evangelos Kanoulas AAML 53 0 0 24 Apr 2025
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering Xueliang Wang Jijun Chi Zhenghan Tai Tung Sum Thomas Kwok Muzhi Li ... Suyuchen Wang Yihong Wu Jerry Huang Jingrui Tian Ling Zhou 79 0 0 20 Apr 2025
Don't Retrieve, Generate: Prompting LLMs for Synthetic Training Data in Dense Retrieval Aarush Sinha RALM 73 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 85 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 47 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 32 1 0 12 Apr 2025
RAG-VR: Leveraging Retrieval-Augmented Generation for 3D Question Answering in VR Environments Shiyi Ding Ying Chen RALM 44 0 0 11 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 21 0 0 07 Apr 2025
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 65 0 0 07 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 203 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 73 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 ... Xin Wu Haofen Wang Jeff Z. Pan Wen Zhang H. Chen ReLM OffRL AI4TS LRM 72 12 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 108 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 74 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 84 36 0 12 Mar 2025
Prompt2LVideos: Exploring Prompts for Understanding Long-Form Multimodal Videos Soumya Jahagirdar Jayasree Saha C. V. Jawahar 61 0 0 11 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Qiang Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 76 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 69 1 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 175 2 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 47 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
Teaching Metric Distance to Autoregressive Multimodal Foundational Models Jiwan Chung Saejin Kim Yongrae Jo J. Park Dongjun Min Youngjae Yu 76 0 0 04 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 86 2 0 03 Mar 2025