v1v2v3 (latest)

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 / 1,274 papers shown

Title
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 24 2 0 07 Aug 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation Santosh T.Y.S.S Youssef Tarek Elkhayat Oana Ichim Pranav Shetty Dongsheng Wang Zhiqiang Ma Armineh Nourbakhsh Xiaomo Liu 27 0 0 07 Aug 2025
PAIRS: Parametric-Verified Adaptive Information Retrieval and Selection for Efficient RAG Wang Chen Guanqiang Qi Weikang Li Yang Li Deguo Xia Jizhou Huang RALM 40 1 0 06 Aug 2025
A Few Words Can Distort Graphs: Knowledge Poisoning Attacks on Graph-based Retrieval-Augmented Generation of Large Language Models Jiayi Wen Tianxin Chen Zhirun Zheng Cheng Huang 72 0 0 06 Aug 2025
AttnTrace: Attention-based Context Traceback for Long-Context LLMs Yanting Wang Runpeng Geng Ying Chen Jinyuan Jia LLMAG 47 0 1 05 Aug 2025
An Entity Linking Agent for Question Answering Yajie Luo Yihong Wu Muzhi Li Fengran Mo Jia Ao Sun Xinyu Wang Liheng Ma Yingxue Zhang Jian-Yun Nie 116 0 0 05 Aug 2025
Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking Shengbo Gong Xianfeng Tang Carl Yang Wei Jin LRM 31 0 0 04 Aug 2025
ReMoMask: Retrieval-Augmented Masked Motion Generation Zhengdao Li Siheng Wang Zeyu Zhang Hao Tang DiffM VGen 44 1 0 04 Aug 2025
Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy Yi Jiang Sendong Zhao Jianbo Li Haochun Wang Lizhe Zhang Yan Liu Bing Qin 34 0 0 03 Aug 2025
MAO-ARAG: Multi-Agent Orchestration for Adaptive Retrieval-Augmented Generation Yiqun Chen Erhan Zhang Lingyong Yan Shuaiqiang Wang J. Huang D. Yin Jiaxin Mao 52 0 0 01 Aug 2025
Generalized Reinforcement Learning for Retriever-Specific Query Rewriter with Unstructured Real-World Documents Sungguk Cha DongWook Kim Taeseung Hahn Mintae Kim Youngsub Han Byoung-Ki Jeon OffRL 40 0 0 31 Jul 2025
MUST-RAG: MUSical Text Question Answering with Retrieval Augmented Generation Daeyong Kwon Seungheon Doh Juhan Nam 37 0 0 31 Jul 2025
FACTORY: A Challenging Human-Verified Prompt Set for Long-Form Factuality Mingda Chen Yang Li Xilun Chen Adina Williams Gargi Ghosh Scott Yih HILM ALM 60 1 0 31 Jul 2025
Bidirectional Likelihood Estimation with Multi-Modal Large Language Models for Text-Video Retrieval Dohwan Ko Ji Soo Lee M. Choi Zihang Meng Hyunwoo J. Kim 30 0 0 31 Jul 2025
Causal2Vec: Improving Decoder-only LLMs as Versatile Embedding Models Ailiang Lin Zhuoyun Li Kotaro Funakoshi Manabu Okumura 46 0 0 31 Jul 2025
Automating AI Failure Tracking: Semantic Association of Reports in AI Incident Database Diego Russo Gian Marco Orlando V. Gatta V. Moscato 28 0 0 31 Jul 2025
A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers Roxana Petcu Samarth Bhargav Maarten de Rijke Evangelos Kanoulas 40 0 0 30 Jul 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 12 0 0 28 Jul 2025
Structured Relevance Assessment for Robust Retrieval-Augmented Language Models Aryan Raj Astitva Veer Garg Anitha D HILM KELM 72 0 0 28 Jul 2025
TreeReader: A Hierarchical Academic Paper Reader Powered by Language Models Zijian Zhang Pan Chen Fangshi Du Runlong Ye Oliver Huang Michael Liut Alán Aspuru-Guzik 31 0 0 25 Jul 2025
A Systematic Review of Key Retrieval-Augmented Generation (RAG) Systems: Progress, Gaps, and Future Directions Agada Joseph Oche Ademola Glory Folashade Tirthankar Ghosal Arpan Biswas 3DV VLM 66 1 0 25 Jul 2025
Closing the Modality Gap for Mixed Modality Search Binxu Li Yuhui Zhang Xiaohan Wang Weixin Liang Ludwig Schmidt Serena Yeung-Levy VLM 39 0 0 25 Jul 2025
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation Qian Dong Jia Chen Jiaxin Mao Hongning Wang Haitao Li Yi Wu Yao Hu Yiqun Liu Shaoping Ma 28 0 0 25 Jul 2025
Safeguarding RAG Pipelines with GMTP: A Gradient-based Masked Token Probability Method for Poisoned Document Detection San Kim Jonghwi Kim Yejin Jeon G. G. Lee 55 0 0 24 Jul 2025
Transform Before You Query: A Privacy-Preserving Approach for Vector Retrieval with Embedding Space Alignment Ruiqi He Zekun Fei Jiaqi Li Xinyuan Zhu Biao Yi Siyi Lv Weijie Liu Zheli Liu LLMSV 69 0 0 24 Jul 2025
Dynamic Context Compression for Efficient RAG Shuyu Guo Zhaochun Ren 53 0 0 24 Jul 2025
DR.EHR: Dense Retrieval for Electronic Health Record with Knowledge Injection and Synthetic Data Zhengyun Zhao Huaiyuan Ying Yue Zhong S. Yu 55 0 0 24 Jul 2025
Privacy Artifact ConnecTor (PACT): Embedding Enterprise Artifacts for Compliance AI Agents Chenhao Fang Yanqing Peng Rajeev Rao Matt Sarmiento Wendy Summer Arya Pudota Alex Goncalves Jordi Mola Hervé Robert 26 0 0 23 Jul 2025
Learning to Extract Rational Evidence via Reinforcement Learning for Retrieval-Augmented Generation Xinping Zhao Shouzheng Huang Yan Zhong Xinshuo Hu Meishan Zhang Baotian Hu Min Zhang RALM OffRL 122 0 0 21 Jul 2025
WhoFi: Deep Person Re-Identification via Wi-Fi Channel Signal Encoding D. Avola Emad Emam Dario Montagnini D. Pannone Amedeo Ranaldi 55 0 0 17 Jul 2025
FrugalRAG: Learning to retrieve and reason for multi-hop QA Abhinav Java Srivathsan Koundinyan Nagarajan Natarajan Amit Sharma RALM 84 1 0 10 Jul 2025
A Comparative Study of Specialized LLMs as Dense Retrievers Hengran Zhang Keping Bi Jiafeng Guo 77 0 0 05 Jul 2025
CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs Jingyu Pan Isaac Jacobson Zheng Zhao Tung-Chieh Chen Guanglei Zhou Chen-Chia Chang Vineet Rashingkar Yiran Chen 58 0 0 02 Jul 2025
PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents Mikhail Menschikov Dmitry Evseev R. Kostoev Ilya Perepechkin Ilnaz Salimov Victoria Dochkina Petr Anokhin Evgeny Burnaev RALM 113 0 0 20 Jun 2025
eSapiens: A Real-World NLP Framework for Multimodal Document Understanding and Enterprise Knowledge Processing Isaac Shi Zeyuan Li Wenli Wang Lewei He Yang Yang Tianyu Shi RALM 73 2 0 20 Jun 2025
Relic: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples Soumya Suvra Ghosal Vaibhav Singh Akash Ghosh Soumyabrata Pal Subhadip Baidya Sriparna Saha Dinesh Manocha 82 0 0 19 Jun 2025
Vision-Guided Chunking Is All You Need: Enhancing RAG with Multimodal Document Understanding Vishesh Tripathi Tanmay Odapally Indraneel Das Uday Allu Biddwan Ahmed VLM 117 0 0 19 Jun 2025
Revela: Dense Retriever Learning via Language Modeling Fengyu Cai Tong Chen Xinran Zhao Sihao Chen Hongming Zhang Sherry Tongshuang Wu Iryna Gurevych Heinz Koeppl RALM VLM 94 0 0 19 Jun 2025
MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers Jushaan Singh Kalra Xinran Zhao To Eun Kim Fengyu Cai Fernando Diaz Tongshuang Wu VLM 90 0 0 18 Jun 2025
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents Zijian Zhou Ao Qu Zhaoxuan Wu Sunghwan Kim Alok Prakash Daniela Rus Jinhua Zhao Bryan Kian Hsiang Low Paul Liang LLMAG OffRL LRM 146 6 0 18 Jun 2025
Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation Jongho Kim Romain Storaï Seung-won Hwang 93 1 0 17 Jun 2025
S $^4$ C: Speculative Sampling with Syntactic and Semantic Coherence for Efficient Inference of Large Language Models Tao He Guang Huang Yu Yang Tianshi Xu Sicheng Zhao Guiguang Ding Pengyang Wang Feng Tian LRM 92 0 0 17 Jun 2025
DAGR: Decomposition Augmented Graph Retrieval with LLMs Valentin Six Evan Dufraisse Gaël de Chalendar LRM ReLM 100 0 0 16 Jun 2025
SimpleDoc: Multi-Modal Document Understanding with Dual-Cue Page Retrieval and Iterative Refinement Chelsi Jain Yiran Wu Yifan Zeng Jiale Liu S hengyu Dai Zhenwen Shao Qingyun Wu Huazheng Wang 91 2 0 16 Jun 2025
LLMs Struggle to Perform Counterfactual Reasoning with Parametric Knowledge Khurram Yamin Gaurav R. Ghosal Bryan Wilder LRM 71 1 0 15 Jun 2025
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination Ao Jia Haiming Wu Guohui Yao D. Song Songkun Ji Yazhou Zhang 83 0 0 14 Jun 2025
FlexRAG: A Flexible and Comprehensive Framework for Retrieval-Augmented Generation Zhuocheng Zhang Yang Feng Min Zhang 113 1 0 14 Jun 2025
TongSearch-QR: Reinforced Query Reasoning for Retrieval Xubo Qin Jun Bai Jiaqi Li Zixia Jia Zilong Zheng ReLM RALM LRM 124 3 0 13 Jun 2025
ConTextTab: A Semantics-Aware Tabular In-Context Learner Marco Spinaci Marek Polewczyk Maximilian Schambach Sam Thelin LMTD 245 0 0 12 Jun 2025
Constructing and Evaluating Declarative RAG Pipelines in PyTerrier Craig Macdonald Jinyuan Fang Andrew Parry Zaiqiao Meng AI4TS 199 3 0 12 Jun 2025