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 / 1,261 papers shown

Title
Can Cross Encoders Produce Useful Sentence Embeddings? Haritha Ananthakrishnan Julian T Dolby Harsha Kokel Horst Samulowitz Kavitha Srinivas 121 1 0 05 Feb 2025
Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge Daniel Tamayo Aitor Gonzalez-Agirre Javier Hernando Marta Villegas KELM 285 8 0 04 Feb 2025
Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching Xuelong Li Zhiyu Zoey Chen J. Choi Nikhita Vedula B. Fetahu Oleg Rokhlenko S. Malmasi 247 2 0 03 Feb 2025
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models Jiawei Liu Zhuo Chen Miaokun Chen Fengchang Yu Fan Zhang Wenyuan Xu Wei Lu Jing Liu AAML SILM 284 5 0 03 Feb 2025
Hierarchical Multi-field Representations for Two-Stage E-commerce Retrieval Niklas Freymuth Dong Liu Thomas Ricatte Saab Mansour 138 0 0 30 Jan 2025
Hybrid Graphs for Table-and-Text based Question Answering using LLMs Ankush Agarwal Ganesh S Chaitanya Devaguptapu LMTD 135 1 0 29 Jan 2025
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection Mingyu Derek Ma Yanna Ding Zijie Huang Jianxi Gao Yizhou Sun Wei Wang 113 1 0 28 Jan 2025
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models Minghan Li Eric Gaussier Guodong Zhou RALM 190 0 0 28 Jan 2025
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs Yuntong Hu Zhihan Lei Zhongjie Dai Allen Zhang Abhinav Angirekula Zheng Zhang Liang Zhao 103 3 0 28 Jan 2025
Federated Retrieval Augmented Generation for Multi-Product Question Answering Parshin Shojaee Sai Sree Harsha Dan Luo Akash Maharaj Tong Yu Yunyao Li 137 5 0 28 Jan 2025
Ister: Inverted Seasonal-Trend Decomposition Transformer for Explainable Multivariate Time Series Forecasting Fanpu Cao Shu Yang Zhengjian Chen Ye Liu Laizhong Cui AI4TS 112 0 0 28 Jan 2025
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter Zerui Li Yangdong Ruan Wenjun Liu Zhengyang Wang Tong Yang 100 1 0 28 Jan 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM ReLM 3DV 181 16 0 24 Jan 2025
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases T. Y. S. S. Santosh Isaac Misael Olguín Nolasco Matthias Grabmair AILaw 113 2 0 23 Jan 2025
On Storage Neural Network Augmented Approximate Nearest Neighbor Search Taiga Ikeda Daisuke Miyashita J. Deguchi 98 0 0 23 Jan 2025
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering Yang Bai Christan Earl Grant Daisy Zhe Wang RALM 153 2 0 23 Jan 2025
NL2KQL: From Natural Language to Kusto Query Amir H. Abdi Xinye Tang Jeremias Eichelbaum Mahan Das Alex Klein ... William Blum Daniel L Mace Tanvi Raja Namrata Padmanabhan Ye Xing 192 2 0 20 Jan 2025
Generative Retrieval for Book search Yubao Tang Ruqing Zhang Jiafeng Guo Maarten de Rijke Shihao Liu Shuaiqiang Wang Dawei Yin Xueqi Cheng RALM 189 1 0 19 Jan 2025
SteLLA: A Structured Grading System Using LLMs with RAG Hefei Qiu Brian White Ashley Ding Reinaldo Costa Ali Hachem Wei Ding Ping Chen AI4Ed 159 1 0 17 Jan 2025
Parallel Key-Value Cache Fusion for Position Invariant RAG Philhoon Oh Jinwoo Shin James Thorne 3DV 629 0 0 13 Jan 2025
Bactrainus: Optimizing Large Language Models for Multi-hop Complex Question Answering Tasks Iman Barati Arash Ghafouri B. Minaei-Bidgoli LRM 94 0 0 10 Jan 2025
GeAR: Generation Augmented Retrieval Haoyu Liu Shaohan Huang Jianfeng Liu Yuefeng Zhan H. Sun Weiwei Deng Feng Sun Furu Wei Qi Zhang 117 1 0 06 Jan 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue Siyuan Wang Wei Chen Xuanjing Huang Zhongyu Wei LLMAG 265 15 0 03 Jan 2025
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression Eunseong Choi Sunkyung Lee Minjin Choi June Park Jongwuk Lee 206 3 0 03 Jan 2025
VLM2Vec: Training Vision-Language Models for Massive Multimodal Embedding Tasks Ziyan Jiang Rui Meng Xinyi Yang Semih Yavuz Yingbo Zhou Lei Ma MLLM VLM 280 49 0 03 Jan 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots Han Zhang Xiaoman Pan Hongwei Wang Kaixin Ma Wenhao Yu Dong Yu LLMAG 205 5 0 03 Jan 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Hieu Man Nghia Trung Ngo Viet Dac Lai Ryan Rossi Franck Dernoncourt T. Nguyen 827 1 0 01 Jan 2025
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Weiwei Sun Lingyong Yan Xinyu Ma Shuaiqiang Wang Fajie Yuan Zhumin Chen D. Yin Zhaochun Ren RALM ALM ELM LRM LM&MA 310 357 0 31 Dec 2024
Building a Rich Dataset to Empower the Persian Question Answering Systems Mohsen Yazdinejad Marjan Kaedi 78 0 0 31 Dec 2024
Generative Landmarks Guided Eyeglasses Removal 3D Face Reconstruction Dapeng Zhao Yue Qi 3DH CVBM 3DV 136 6 0 31 Dec 2024
GASLITEing the Retrieval: Exploring Vulnerabilities in Dense Embedding-based Search Matan Ben-Tov Mahmood Sharif RALM 337 3 0 30 Dec 2024
GME: Improving Universal Multimodal Retrieval by Multimodal LLMs Xin Zhang Yanzhao Zhang Wen Xie Mingxin Li Ziqi Dai Dingkun Long Pengjun Xie Meishan Zhang Wenjie Li Hao Fei 287 35 0 22 Dec 2024
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases Meng-Chieh Lee Qi Zhu Costas Mavromatis Zhen Han Soji Adeshina V. Ioannidis Huzefa Rangwala Christos Faloutsos RALM 191 7 0 20 Dec 2024
Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification Kyle Thompson Nuno Saavedra Pedro Carrott Kevin Fisher Alex Sanchez-Stern Yuriy Brun J. Ferreira Sorin Lerner E. First LRM 296 9 0 18 Dec 2024
LLMs are Also Effective Embedding Models: An In-depth Overview Chongyang Tao Tao Shen Shen Gao Junshuo Zhang Zhen Li Kai Hua Wenpeng Hu Zhengwei Tao Shuai Ma 196 16 0 17 Dec 2024
Word Sense Linking: Disambiguating Outside the Sandbox Andrei Stefan Bejgu Edoardo Barba Luigi Procopio Alberte Fernández-Castro Roberto Navigli 129 1 0 12 Dec 2024
Drowning in Documents: Consequences of Scaling Reranker Inference Mathew Jacob Erik Lindgren Matei A. Zaharia Michael Carbin Omar Khattab Andrew Drozdov OffRL 278 7 0 18 Nov 2024
Annotative Indexing Charles L. A. Clarke 154 0 0 09 Nov 2024
KeyB2: Selecting Key Blocks is Also Important for Long Document Ranking with Large Language Models Minghan Li Eric Gaussier Juntao Li Guodong Zhou ALM 69 0 0 09 Nov 2024
Towards Competitive Search Relevance For Inference-Free Learned Sparse Retrievers Zhichao Geng Y. Wang Dongyu Ru Yang Yang 111 2 0 07 Nov 2024
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs Sheng-Chieh Lin Chankyu Lee Mohammad Shoeybi Jimmy J. Lin Bryan Catanzaro Ming-Yu Liu 433 34 0 04 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 327 6 0 01 Nov 2024
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented Generation Yun Jiang Zilong Xie Wei Zhang Yun Fang Shuai Pan RALM 569 0 0 01 Nov 2024
Retrieval-Augmented Generation with Estimation of Source Reliability Jeongyeon Hwang Junyoung Park Hyejin Park Dongwoo Kim Sangdon Park Jungseul Ok RALM 187 1 0 30 Oct 2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 304 25 0 28 Oct 2024
UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Dehai Min Zhiyang Xu Guilin Qi Lifu Huang Chenyu You RALM 223 3 0 26 Oct 2024
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels Lei Li Xiangxu Zhang Xiao Zhou Zheng Liu VLM RALM 186 4 0 26 Oct 2024
Multi-Field Adaptive Retrieval Millicent Li Tongfei Chen Benjamin Van Durme Patrick Xia 652 3 0 26 Oct 2024
Breaking the Memory Barrier: Near Infinite Batch Size Scaling for Contrastive Loss Zesen Cheng Hang Zhang Kehan Li Sicong Leng Zhiqiang Hu Fei Wu Deli Zhao Xin Li Lidong Bing 99 2 0 22 Oct 2024
Analysing the Residual Stream of Language Models Under Knowledge Conflicts Yu Zhao Xiaotang Du Giwon Hong Aryo Pradipta Gema Alessio Devoto Hongru Wang Xuanli He Kam-Fai Wong Pasquale Minervini KELM 266 2 0 21 Oct 2024