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"

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Title
Synthetic Target Domain Supervision for Open Retrieval QA Revanth Reddy Gangi Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 28 12 0 20 Apr 2022
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies Md. Rizwan Parvez Jianfeng Chi Wasi Uddin Ahmad Yuan Tian Kai-Wei Chang RALM 6 13 0 19 Apr 2022
Where Was COVID-19 First Discovered? Designing a Question-Answering System for Pandemic Situations Johannes Graf G. Lancho Patrick Zschech Kai Heinrich 16 3 0 19 Apr 2022
Modality-Balanced Embedding for Video Retrieval Xun Wang Bingqing Ke Xuanping Li Fangyu Liu Mingyu Zhang Xiao Liang Qi-En Xiao Cheng Luo Yue Yu 19 9 0 18 Apr 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation Bill Yuchen Lin Kangmin Tan Chris Miller Beiwen Tian Xiang Ren LRM RALM 19 47 0 17 Apr 2022
Improving Passage Retrieval with Zero-Shot Question Generation Devendra Singh Sachan M. Lewis Mandar Joshi Armen Aghajanyan Wen-tau Yih J. Pineau Luke Zettlemoyer OOD LRM 19 155 0 15 Apr 2022
Exploring Dual Encoder Architectures for Question Answering Zhe Dong Jianmo Ni Daniel M. Bikel Enrique Alfonseca Yuanjin Wang Chen Qu I. Zitouni 21 16 0 14 Apr 2022
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types Xuwu Wang Junfeng Tian Min Gui Zhixu Li Rui-cang Wang Ming Yan Lihan Chen Yanghua Xiao VGen 24 48 0 13 Apr 2022
GERE: Generative Evidence Retrieval for Fact Verification Jiangui Chen Ruqing Zhang J. Guo Yixing Fan Xueqi Cheng RALM 27 56 0 12 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 25 14 0 06 Apr 2022
Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment Zichao Li Prakhar Sharma Xing Han Lù Jackie C.K. Cheung Siva Reddy HAI 19 26 0 06 Apr 2022
Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng VLM 23 17 0 06 Apr 2022
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature Amanuel Alambo Tanvi Banerjee K. Thirunarayan M. Raymer MedIm 13 7 0 30 Mar 2022
LinkBERT: Pretraining Language Models with Document Links Michihiro Yasunaga J. Leskovec Percy Liang KELM 12 352 0 29 Mar 2022
VLSP 2021 - ViMRC Challenge: Vietnamese Machine Reading Comprehension Kiet Van Nguyen Son Quoc Tran Luan Thanh Nguyen Tin Van Huynh Son T. Luu N. Nguyen 25 12 0 22 Mar 2022
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine Yifu Qiu Hongyu Li Yingqi Qu Ying Chen Qiaoqiao She Jing Liu Hua-Hong Wu Haifeng Wang RALM 30 14 0 19 Mar 2022
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References Xiang Yue Xiaoman Pan Wenlin Yao Dian Yu Dong Yu Jianshu Chen RALM LRM 8 6 0 16 Mar 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval Canwen Xu Daya Guo Nan Duan Julian McAuley RALM VLM 16 45 0 11 Mar 2022
Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan 30 76 0 11 Mar 2022
Internet-augmented language models through few-shot prompting for open-domain question answering Angeliki Lazaridou E. Gribovskaya Wojciech Stokowiec N. Grigorev KELM LRM 20 131 0 10 Mar 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models Liang Wang Wei-Ye Zhao Zhuoyu Wei Jingming Liu 28 178 0 04 Mar 2022
Read before Generate! Faithful Long Form Question Answering with Machine Reading Dan Su Xiaoguang Li Jindi Zhang Lifeng Shang Xin Jiang Qun Liu Pascale Fung HILM 11 58 0 01 Mar 2022
A Mutually Reinforced Framework for Pretrained Sentence Embeddings Junhan Yang Zheng Liu Shitao Xiao Jianxun Lian Lijun Wu Defu Lian Guangzhong Sun Xing Xie SSL 11 2 0 28 Feb 2022
'Tis but Thy Name: Semantic Question Answering Evaluation with 11M Names for 1M Entities Albert Huang 8 0 0 28 Feb 2022
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering Jing Zhang Xiaokang Zhang Jifan Yu Jian Tang Jie Tang Cuiping Li Hong Chen 23 117 0 27 Feb 2022
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs Rajarshi Das Ameya Godbole Ankita Rajaram Naik Elliot Tower Robin Jia Manzil Zaheer Hannaneh Hajishirzi Andrew McCallum 22 53 0 22 Feb 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 17 26 0 15 Feb 2022
NewsPod: Automatic and Interactive News Podcasts Philippe Laban Elicia Ye Srujay Korlakunta John F. Canny Marti A. Hearst 19 22 0 15 Feb 2022
Do Lessons from Metric Learning Generalize to Image-Caption Retrieval? Maurits J. R. Bleeker Maarten de Rijke SSL DML 21 9 0 14 Feb 2022
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Uri Alon Frank F. Xu Junxian He Sudipta Sengupta Dan Roth Graham Neubig RALM 72 62 0 28 Jan 2022
Pan More Gold from the Sand: Refining Open-domain Dialogue Training with Noisy Self-Retrieval Generation Yihe Wang Yitong Li Yasheng Wang Fei Mi Pingyi Zhou Xin Wang Jin Liu Xin Jiang Qun Liu RALM 46 3 0 27 Jan 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 218 421 0 24 Jan 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 19 4 0 24 Jan 2022
Improving Biomedical Information Retrieval with Neural Retrievers Man Luo Arindam Mitra Tejas Gokhale Chitta Baral 33 32 0 19 Jan 2022
Natural Language Deduction through Search over Statement Compositions Kaj Bostrom Zayne Sprague Swarat Chaudhuri Greg Durrett ReLM LRM 21 46 0 16 Jan 2022
In Situ Answer Sentence Selection at Web-scale Zeyu Zhang Thuy Vu Alessandro Moschitti 27 4 0 16 Jan 2022
Double Retrieval and Ranking for Accurate Question Answering Zeyu Zhang Thuy Vu Alessandro Moschitti 11 11 0 16 Jan 2022
Reasoning over Hybrid Chain for Table-and-Text Open Domain QA Wanjun Zhong Junjie Huang Qianchu Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan LMTD ReLM LRM 22 12 0 15 Jan 2022
Progressively Optimized Bi-Granular Document Representation for Scalable Embedding Based Retrieval Shitao Xiao Zheng Liu Weihao Han Jianjin Zhang Yingxia Shao ... Hao-Lun Sun Denvy Deng Liangjie Zhang Qi Zhang Xing Xie 27 17 0 14 Jan 2022
Continual Learning of Long Topic Sequences in Neural Information Retrieval Thomas Gerald Laure Soulier CLL 26 4 0 10 Jan 2022
OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data Gaochen Wu Bin Xu Yuxin Qin Yang Liu Lingyu Liu Ziwei Wang 16 0 0 31 Dec 2021
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts Shane Storks Qiaozi Gao Aishwarya N. Reganti Govind Thattai 16 1 0 17 Dec 2021
Sublinear Time Approximation of Text Similarity Matrices Archan Ray Nicholas Monath Andrew McCallum Cameron Musco 20 7 0 17 Dec 2021
Sparsifying Sparse Representations for Passage Retrieval by Top- $k$ Masking Jheng-Hong Yang Xueguang Ma Jimmy J. Lin 13 13 0 17 Dec 2021
WebGPT: Browser-assisted question-answering with human feedback Reiichiro Nakano Jacob Hilton S. Balaji Jeff Wu Ouyang Long ... Gretchen Krueger Kevin Button Matthew Knight B. Chess John Schulman ALM RALM 52 1,195 0 17 Dec 2021
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 24 807 0 16 Dec 2021
CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking George Zerveas Navid Rekabsaz Daniel Cohen Carsten Eickhoff 23 8 0 16 Dec 2021
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Akari Asai Matt Gardner Hannaneh Hajishirzi RALM 17 45 0 16 Dec 2021
QuALITY: Question Answering with Long Input Texts, Yes! Richard Yuanzhe Pang Alicia Parrish Nitish Joshi Nikita Nangia Jason Phang ... Vishakh Padmakumar Johnny Ma Jana Thompson He He Sam Bowman RALM 25 141 0 16 Dec 2021
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning Zeqiu Wu Yi Luan Hannah Rashkin David Reitter Hannaneh Hajishirzi Mari Ostendorf Gaurav Singh Tomar LRM 20 74 0 16 Dec 2021