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 / 560 papers shown

Title
Exploiting Abstract Meaning Representation for Open-Domain Question Answering Cunxiang Wang Zhikun Xu Qipeng Guo Xiangkun Hu Xuefeng Bai Zheng-Wei Zhang Yue Zhang 23 3 0 26 May 2023
Multiview Identifiers Enhanced Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li 24 19 0 26 May 2023
Referral Augmentation for Zero-Shot Information Retrieval Michael Tang Shunyu Yao John Yang Karthik Narasimhan 28 3 0 24 May 2023
NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders Livio Baldini Soares D. Gillick Jeremy R. Cole Tom Kwiatkowski 24 1 0 23 May 2023
Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding Yu Zhang Hao Cheng Zhihong Shen Xiaodong Liu Yejiang Wang Jianfeng Gao 24 13 0 23 May 2023
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting Xinlu Zhang Shiyang Li Xianjun Yang Chenxin Tian Yao Qin Linda R. Petzold 19 9 0 22 May 2023
Description-Based Text Similarity Shauli Ravfogel Valentina Pyatkin Amir D. N. Cohen Avshalom Manevich Yoav Goldberg 20 5 0 21 May 2023
How Does Generative Retrieval Scale to Millions of Passages? Ronak Pradeep Kai Hui Jai Gupta Á. Lelkes Honglei Zhuang Jimmy J. Lin Donald Metzler Vinh Q. Tran RALM 21 63 0 19 May 2023
Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets I. Sedykh Dmitry Abulkhanov Nikita Sorokin Sergey I. Nikolenko Valentin Malykh 16 1 0 19 May 2023
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering Fangkai Yang Pu Zhao Zezhong Wang Lu Wang Jue Zhang Mohit Garg Qingwei Lin Saravan Rajmohan Dongmei Zhang 37 47 0 19 May 2023
BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng 8 11 0 18 May 2023
MemoryBank: Enhancing Large Language Models with Long-Term Memory Wanjun Zhong Lianghong Guo Qi-Fei Gao He Ye Yanlin Wang LLMAG RALM KELM 28 123 0 17 May 2023
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog Fanqi Wan Weizhou Shen Ke Yang Xiaojun Quan Wei Bi RALM 32 10 0 17 May 2023
SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples Deqing Fu Ameya Godbole Robin Jia 22 8 0 13 May 2023
NevIR: Negation in Neural Information Retrieval Orion Weller Dawn J Lawrie Benjamin Van Durme MU 59 18 0 12 May 2023
Active Retrieval Augmented Generation Zhengbao Jiang Frank F. Xu Luyu Gao Zhiqing Sun Qian Liu Jane Dwivedi-Yu Yiming Yang Jamie Callan Graham Neubig RALM 9 252 0 11 May 2023
Combo of Thinking and Observing for Outside-Knowledge VQA Q. Si Yuchen Mo Zheng Lin Huishan Ji Weiping Wang 40 13 0 10 May 2023
MAUPQA: Massive Automatically-created Polish Question Answering Dataset Piotr Rybak 28 12 0 09 May 2023
The Current State of Summarization Fabian Retkowski 23 6 0 08 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Pu Zhao Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 37 44 0 08 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 21 62 0 08 May 2023
Empowering Language Model with Guided Knowledge Fusion for Biomedical Document Re-ranking D. Gupta Dina Demner-Fushman 21 1 0 07 May 2023
Revisiting the Role of Similarity and Dissimilarity in Best Counter Argument Retrieval Hongguang Shi Shuirong Cao Cam-Tu Nguyen 16 2 0 18 Apr 2023
Sentence-Level Relation Extraction via Contrastive Learning with Descriptive Relation Prompts Jiewen Zheng Ze Chen 18 2 0 11 Apr 2023
Explicit and Implicit Semantic Ranking Framework Xiaofeng Zhu Thomas Lin Vishal Anand M. Calderwood Eric Clausen-Brown Gord Lueck Wen-wai Yim Cheng Wu OffRL 8 2 0 11 Apr 2023
CoT-MAE v2: Contextual Masked Auto-Encoder with Multi-view Modeling for Passage Retrieval Xing Wu Guangyuan Ma Peng Wang Meng Lin Zijia Lin Fuzheng Zhang Songlin Hu RALM 16 7 0 05 Apr 2023
Rethinking the Role of Token Retrieval in Multi-Vector Retrieval Jinhyuk Lee Zhuyun Dai Sai Meher Karthik Duddu Tao Lei Iftekhar Naim Ming-Wei Chang Vincent Zhao 19 15 0 04 Apr 2023
Parameter-Efficient Sparse Retrievers and Rerankers using Adapters Vaishali Pal Carlos Lassance Hervé Déjean S. Clinchant 132 3 0 23 Mar 2023
Generating multiple-choice questions for medical question answering with distractors and cue-masking Damien Sileo Kanimozhi Uma Marie-Francine Moens 35 5 0 13 Mar 2023
Class Cardinality Comparison as a Fermi Problem Shrestha Ghosh Simon Razniewski G. Weikum 37 2 0 08 Mar 2023
KG-ECO: Knowledge Graph Enhanced Entity Correction for Query Rewriting Jason (Jinglun) Cai Mingda Li Ziyan Jiang Eunah Cho Zheng Chen Yang Liu Xing Fan Chenlei Guo 38 7 0 21 Feb 2023
Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query Production Ante Wang Linfeng Song Qi Liu Haitao Mi Longyue Wang Zhaopeng Tu Jinsong Su Dong Yu 20 11 0 16 Feb 2023
Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning Zhuolin Yang Wei Ping Zihan Liu V. Korthikanti Weili Nie ... Yuke Zhu M. Shoeybi Bryan Catanzaro Chaowei Xiao Anima Anandkumar VLM RALM 34 38 0 09 Feb 2023
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support Stephen Obadinma Faiza Khan Khattak Shi Wang Tania Sidhom Elaine Lau ... Jaswinder Narain D. Pandya Xiao-Dan Zhu Frank Rudzicz Elham Dolatabadi AI4TS 24 3 0 07 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 24 15 0 05 Feb 2023
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval Shunyu Zhang Yaobo Liang Ming Gong Daxin Jiang Nan Duan 21 4 0 03 Feb 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 56 575 0 30 Jan 2023
A System for Human-AI collaboration for Online Customer Support Debayan Banerjee Mathis Poser Christina Wiethof Varun Shankar Subramanian Richard Paucar E. Bittner Christian Biemann 22 3 0 28 Jan 2023
A Study on FGSM Adversarial Training for Neural Retrieval Simon Lupart S. Clinchant AAML 24 7 0 25 Jan 2023
An Experimental Study on Pretraining Transformers from Scratch for IR Carlos Lassance Hervé Déjean S. Clinchant 23 11 0 25 Jan 2023
CS-lol: a Dataset of Viewer Comment with Scene in E-sports Live-streaming Junjie H. Xu Yu Nakano Lingrong Kong Kojiro Iizuka 11 6 0 17 Jan 2023
Opening up Minds with Argumentative Dialogues Youmna Farag C. Brand Jacopo Amidei P. Piwek Tom Stafford Svetlana Stoyanchev Andreas Vlachos AI4CE 13 5 0 16 Jan 2023
Multimodal Inverse Cloze Task for Knowledge-based Visual Question Answering Paul Lerner O. Ferret C. Guinaudeau 16 9 0 11 Jan 2023
You Truly Understand What I Need: Intellectual and Friendly Dialogue Agents grounding Knowledge and Persona J. Lim Myunghoon Kang Yuna Hur Seung-Ju Jung Jinsung Kim ... Dongyub Lee Hyesung Ji Donghoon Shin Seung Wook Kim Heu-Jeoung Lim HILM 23 8 0 06 Jan 2023
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge Longxu Dou Yan Gao Xuqi Liu Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Min-Yen Kan Jian-Guang Lou 21 13 0 03 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 141 156 0 31 Dec 2022
Multi-hop Evidence Retrieval for Cross-document Relation Extraction K. Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen LRM 25 11 0 21 Dec 2022
Learning List-Level Domain-Invariant Representations for Ranking Ruicheng Xian Honglei Zhuang Zhen Qin Hamed Zamani Jing Lu Ji Ma Kai Hui Han Zhao Xuanhui Wang Michael Bendersky OOD 36 9 0 21 Dec 2022
Fine-Grained Distillation for Long Document Retrieval Yucheng Zhou Tao Shen Xiubo Geng Chongyang Tao Guodong Long Can Xu Daxin Jiang RALM 19 28 0 20 Dec 2022
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Pengjie Ren Maarten de Rijke Z. Ren 31 62 0 20 Dec 2022