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 / 1,294 papers shown

Title
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings Max Conti Manuel Faysse Gautier Viaud Antoine Bosselut C´eline Hudelot Pierre Colombo 144 1 0 30 May 2025
On the Scaling of Robustness and Effectiveness in Dense Retrieval Yu-an Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 73 0 0 30 May 2025
GPR: Empowering Generation with Graph-Pretrained Retriever Xiaochen Wang Zongyu Wu Yuan Zhong Xiang Zhang Suhang Wang Fenglong Ma 70 0 0 30 May 2025
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval Dohyeon Lee Yeonseok Jeong S. Hwang LRM 107 1 0 29 May 2025
ExpeTrans: LLMs Are Experiential Transfer Learners Jinglong Gao Xiao Ding Lingxiao Zou Bibo Cai Bing Qin Ting Liu 118 1 0 29 May 2025
Sentinel: Attention Probing of Proxy Models for LLM Context Compression with an Understanding Perspective Yong Zhang Yanwen Huang Ning Cheng Yang Guo Yun Zhu Yanmeng Wang Shaojun Wang Jing Xiao RALM 106 1 0 29 May 2025
Deep Retrieval at CheckThat! 2025: Identifying Scientific Papers from Implicit Social Media Mentions via Hybrid Retrieval and Re-Ranking Pascal Sager Ashwini Kamaraj Benjamin Grewe Thilo Stadelmann 115 0 0 29 May 2025
Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems Hoang Pham Thuy-Duong Nguyen Khac-Hoai Nam Bui LLMAG 121 0 0 28 May 2025
Knowledge Base Construction for Knowledge-Augmented Text-to-SQL Jinheon Baek Horst Samulowitz Oktie Hassanzadeh D. Subramanian Sola S. Shirai A. Gliozzo D. Bhattacharjya 64 2 0 28 May 2025
Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home? Yujin Choi Youngjoo Park Junyoung Byun Jaewook Lee Jinseong Park AAML 99 0 0 28 May 2025
Rethinking Hybrid Retrieval: When Small Embeddings and LLM Re-ranking Beat Bigger Models Arjun Rao H. Alipour Nick Pendar 84 1 0 28 May 2025
Scientific Paper Retrieval with LLM-Guided Semantic-Based Ranking Yunyi Zhang Ruozhen Yang Siqi Jiao SeongKu Kang Jiawei Han 109 3 0 27 May 2025
Query Drift Compensation: Enabling Compatibility in Continual Learning of Retrieval Embedding Models Dipam Goswami Liying Wang Bartłomiej Twardowski Joost van de Weijer 106 0 0 27 May 2025
Diagnosing and Resolving Cloud Platform Instability with Multi-modal RAG LLMs Yifan Wang Kenneth P. Birman 184 0 0 27 May 2025
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers Zhengliang Shi Lingyong Yan Dawei Yin Suzan Verberne Maarten de Rijke Zhaochun Ren LRM 177 3 0 26 May 2025
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning Thang Nguyen Peter Chin Yu-Wing Tai LRM 166 3 0 26 May 2025
Rhapsody: A Dataset for Highlight Detection in Podcasts Younghan Park Anuj Diwan David Harwath Eunsol Choi 93 0 0 26 May 2025
GenKI: Enhancing Open-Domain Question Answering with Knowledge Integration and Controllable Generation in Large Language Models Tingjia Shen Hao Wang Chuan Qin Ruijun Sun Yang Song Defu Lian Hengshu Zhu Enhong Chen 111 2 0 26 May 2025
DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph Jihyung Lee Jin-Seop Lee Jaehoon Lee YunSeok Choi Jee-Hyong Lee 74 0 0 26 May 2025
Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents Jaeyoung Choe Jihoon Kim Woohwan Jung RALM 144 1 0 26 May 2025
KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing Rui Li Quanyu Dai Zeyu Zhang X. Chen Zhenhua Dong Ji-Rong Wen RALM 88 0 0 26 May 2025
DISRetrieval: Harnessing Discourse Structure for Long Document Retrieval H. Chen Yi Yang Yinghui Li Meishan Zhang Min Zhang RALM 83 1 0 26 May 2025
Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models Kai Sun Yushi Bai Zhen-Yi Yang Jiajie Zhang Ji Qi Lei Hou Juanzi Li VLM 142 0 0 26 May 2025
The Role of Diversity in In-Context Learning for Large Language Models Wenyang Xiao Haoyu Zhao Lingxiao Huang 157 0 0 26 May 2025
RankLLM: A Python Package for Reranking with LLMs Sahel Sharifymoghaddam Ronak Pradeep Andre Slavescu Ryan Nguyen Andrew Xu Zijian Chen Yilin Zhang Yidi Chen Jasper Xian Jimmy Lin KELM ALM LRM 78 3 0 25 May 2025
Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval Kidist Amde Mekonnen Yosef Worku Alemneh Maarten de Rijke RALM 128 1 0 25 May 2025
POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval Yaoyang Liu Junlin Li Yinjun Wu Zhen Chen 131 0 0 25 May 2025
Hypercube-Based Retrieval-Augmented Generation for Scientific Question-Answering Jimeng Shi Sizhe Zhou Bowen Jin Wei Hu Shaowen Wang Giri Narasimhan Jiawei Han Jiawei Han 114 0 0 25 May 2025
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis Yi Jiang Sendong Zhao Jianbo Li Haochun Wang Bing Qin RALM 230 1 0 24 May 2025
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking Soyoung Yoon Gyuwan Kim Gyu-Hwung Cho Seung-won Hwang BDL LRM 111 0 0 24 May 2025
Writing Like the Best: Exemplar-Based Expository Text Generation Yuxiang Liu Kevin Chen-Chuan Chang 90 1 0 24 May 2025
REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing Weihan Xu Yimeng Ma Jingyue Huang Yang Li Wenye Ma Taylor Berg-Kirkpatrick Julian McAuley Paul Pu Liang Hao-Wen Dong DiffM VGen 212 0 0 24 May 2025
Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems Hansa Meghwani Amit Agarwal Priyaranjan Pattnayak Hitesh Laxmichand Patel Srikant Panda 121 2 0 23 May 2025
Locality-Sensitive Hashing for Efficient Hard Negative Sampling in Contrastive Learning Fabian Deuser Philipp Hausenblas Hannah Schieber Daniel Roth Martin Werner Norbert Oswald 255 0 0 23 May 2025
MetaGen Blended RAG: Unlocking Zero-Shot Precision for Specialized Domain Question-Answering Kunal Sawarkar Shivam Raj Solanki Abhilasha Mangal 110 1 0 23 May 2025
Modeling Ranking Properties with In-Context Learning Nilanjan Sinhababu Andrew Parry Debasis Ganguly Pabitra Mitra 94 0 0 23 May 2025
Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval Nandan Thakur Crystina Zhang Xueguang Ma Jimmy Lin 247 0 0 22 May 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation Jinyu Guo Xunlei Chen Qiyang Xia Zhaokun Wang Jie Ou Libo Qin Shunyu Yao Wenhong Tian 299 0 0 22 May 2025
Two-way Evidence self-Alignment based Dual-Gated Reasoning Enhancement Kexin Zhang Junlan Chen Daifeng Li Yuxuan Zhang Yangyang Feng Bowen Deng Weixu Chen LRM 140 0 0 22 May 2025
DailyQA: A Benchmark to Evaluate Web Retrieval Augmented LLMs Based on Capturing Real-World Changes Jiehan Cheng Zhicheng Dou RALM 222 0 0 22 May 2025
An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents Bowen Jin Chang Jo Kim Priyanka Kargupta Sercan O. Arik Jiawei Han LRM 216 8 0 21 May 2025
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective Siyue Zhang Yilun Zhao Liyuan Geng Arman Cohan Anh Tuan Luu Chen Zhao 113 2 0 21 May 2025
StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization Ziliang Wang Xuhui Zheng Kang An Cijun Ouyang Jialu Cai Yuhang Wang Yichao Wu LRM 192 6 0 21 May 2025
s3: You Don't Need That Much Data to Train a Search Agent via RL Pengcheng Jiang Xueqiang Xu Jiacheng Lin Jinfeng Xiao Zifeng Wang Jimeng Sun Jiawei Han OffRL RALM AI4TS LRM 184 8 0 20 May 2025
Automatic Dataset Generation for Knowledge Intensive Question Answering Tasks Sizhe Yuen Ting Su Ziyang Wang Yali Du Adam Sobey 103 0 0 20 May 2025
CoRank: LLM-Based Compact Reranking with Document Features for Scientific Retrieval Runchu Tian Xueqiang Xu Bowen Jin SeongKu Kang Jiawei Han 117 2 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 231 0 0 19 May 2025
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs V.S.D.S.Mahesh Akavarapu Hrishikesh Terdalkar Pramit Bhattacharyya Shubhangi Agarwal Vishakha Deulgaonkar Pralay Manna Chaitali Dangarikar Arnab Bhattacharya 127 0 0 19 May 2025
ZenFlow: Enabling Stall-Free Offloading Training via Asynchronous Updates Tingfeng Lan Yusen Wu Bin Ma Zhaoyuan Su Rui Yang Tekin Bicer Masahiro Tanaka Olatunji Ruwase Dong Li Yue Cheng 291 1 0 18 May 2025
LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference Guangyuan Ma Yongliang Ma Xuanrui Gou Zhenpeng Su Ming Zhou Songlin Hu RALM 142 1 0 18 May 2025