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 / 566 papers shown

Title
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 30 39 0 19 Dec 2022
One Embedder, Any Task: Instruction-Finetuned Text Embeddings Hongjin Su Weijia Shi Jungo Kasai Yizhong Wang Yushi Hu Mari Ostendorf Wen-tau Yih Noah A. Smith Luke Zettlemoyer Tao Yu 27 278 0 19 Dec 2022
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments Yu Gu Xiang Deng Yu-Chuan Su LLMAG 28 52 0 19 Dec 2022
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 23 13 0 19 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 21 31 0 19 Dec 2022
Query-as-context Pre-training for Dense Passage Retrieval Xing Wu Guangyuan Ma Wanhui Qian Zijia Lin Songlin Hu 29 9 0 19 Dec 2022
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension Xiao Zhang Heyan Huang Zewen Chi Xian-Ling Mao 50 1 0 19 Dec 2022
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion Xingwei He Yeyun Gong Alex Jin Hang Zhang Anlei Dong Jian Jiao S. Yiu Nan Duan RALM 46 3 0 18 Dec 2022
Towards leveraging latent knowledge and Dialogue context for real-world conversational question answering Shaomu Tan Denis Paperno RALM 21 0 0 17 Dec 2022
Controlling Styles in Neural Machine Translation with Activation Prompt Yifan Wang Zewei Sun Shanbo Cheng Weiguo Zheng Mingxuan Wang 35 10 0 17 Dec 2022
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models Bernd Bohnet Vinh Q. Tran Pat Verga Roee Aharoni D. Andor ... Michael Collins Dipanjan Das Donald Metzler Slav Petrov Kellie Webster 41 59 0 15 Dec 2022
DeepJoin: Joinable Table Discovery with Pre-trained Language Models Yuyang Dong Chuan Xiao Takuma Nozawa Masafumi Enomoto M. Oyamada 9 18 0 15 Dec 2022
LEAD: Liberal Feature-based Distillation for Dense Retrieval Hao-Lun Sun Xiao Liu Yeyun Gong Anlei Dong Jing Lu Yan Zhang Linjun Yang Rangan Majumder Nan Duan 61 2 0 10 Dec 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer Zhengbao Jiang Luyu Gao Jun Araki Haibo Ding Zhiruo Wang Jamie Callan Graham Neubig RALM 25 40 0 05 Dec 2022
GNN-SL: Sequence Labeling Based on Nearest Examples via GNN Shuhe Wang Yuxian Meng Rongbin Ouyang Jiwei Li Tianwei Zhang Lingjuan Lyu Guoyin Wang 19 9 0 05 Dec 2022
Utilizing Background Knowledge for Robust Reasoning over Traffic Situations Jiarui Zhang Filip Ilievski Aravinda Kollaa Jonathan M Francis Kaixin Ma A. Oltramari 16 2 0 04 Dec 2022
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 42 48 0 02 Dec 2022
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking Keshav Santhanam Jon Saad-Falcon M. Franz Omar Khattab Avirup Sil Radu Florian Md Arafat Sultan Salim Roukos Matei A. Zaharia Christopher Potts OffRL 24 10 0 02 Dec 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes Poojitha Nandigam Nikhil Rayaprolu Manish Shrivastava 17 1 0 29 Nov 2022
Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? Neeraj Varshney Man Luo Chitta Baral RALM 19 11 0 23 Nov 2022
Retrieval-Augmented Multimodal Language Modeling Michihiro Yasunaga Armen Aghajanyan Weijia Shi Rich James J. Leskovec Percy Liang M. Lewis Luke Zettlemoyer Wen-tau Yih RALM 11 95 0 22 Nov 2022
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing Jiangjie Chen Rui Xu Wenyuan Zeng Changzhi Sun Lei Li Yanghua Xiao KELM 38 9 0 22 Nov 2022
SeDR: Segment Representation Learning for Long Documents Dense Retrieval Junying Chen Qingcai Chen Dongfang Li Yutao Huang 20 6 0 20 Nov 2022
CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval Minghan Li Sheng-Chieh Lin Barlas Oğuz Asish Ghoshal Jimmy J. Lin Yashar Mehdad Wen-tau Yih Xilun Chen 30 26 0 18 Nov 2022
Data-Efficient Autoregressive Document Retrieval for Fact Verification James Thorne RALM 31 7 0 17 Nov 2022
Task-aware Retrieval with Instructions Akari Asai Timo Schick Patrick Lewis Xilun Chen Gautier Izacard Sebastian Riedel Hannaneh Hajishirzi Wen-tau Yih 32 87 0 16 Nov 2022
Large Language Models Struggle to Learn Long-Tail Knowledge Nikhil Kandpal H. Deng Adam Roberts Eric Wallace Colin Raffel RALM KELM 36 381 0 15 Nov 2022
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 26 33 0 15 Nov 2022
Detecting Euphemisms with Literal Descriptions and Visual Imagery .Ilker Kesen Aykut Erdem Erkut Erdem Iacer Calixto 29 4 0 08 Nov 2022
Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Hiroki Iida Naoaki Okazaki 34 4 0 08 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang Chengyue Gong Xingchao Liu RALM 37 6 0 02 Nov 2022
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model Nico Daheim David Thulke Christian Dugast Hermann Ney HILM 19 4 0 31 Oct 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives Si Sun Chenyan Xiong Yue Yu Arnold Overwijk Zhiyuan Liu Jie Bao 32 6 0 31 Oct 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking Yaoyiran Li Fangyu Liu Ivan Vulić Anna Korhonen 34 10 0 30 Oct 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts Ben Zhou Kyle Richardson Xiaodong Yu Dan Roth ReLM 30 19 0 30 Oct 2022
Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers Abhijeet Awasthi Ashutosh Sathe Sunita Sarawagi 33 4 0 29 Oct 2022
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu Chenyan Xiong Si Sun Chao Zhang Arnold Overwijk VLM OOD 48 22 0 27 Oct 2022
Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval Dingkun Long Yanzhao Zhang Guangwei Xu Pengjun Xie RALM 19 4 0 27 Oct 2022
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering Victor Zhong Weijia Shi Wen-tau Yih Luke Zettlemoyer 12 19 0 25 Oct 2022
Learning to Reuse Distractors to support Multiple Choice Question Generation in Education Semere Kiros Bitew Amir Hadifar Lucas Sterckx Johannes Deleu Chris Develder Thomas Demeester AI4Ed 29 14 0 25 Oct 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence Hung-Ting Chen Michael J.Q. Zhang Eunsol Choi RALM HILM 36 91 0 25 Oct 2022
Retrieval Augmentation for Commonsense Reasoning: A Unified Approach W. Yu Chenguang Zhu Zhihan Zhang Shuohang Wang Zhuosheng Zhang Yuwei Fang Meng-Long Jiang LRM ReLM 15 19 0 23 Oct 2022
OOD-DiskANN: Efficient and Scalable Graph ANNS for Out-of-Distribution Queries Shikhar Jaiswal Ravishankar Krishnaswamy Ankit Garg H. Simhadri Sheshansh Agrawal 19 23 0 22 Oct 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning Md. Tawkat Islam Khondaker El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed L. Lakshmanan 18 3 0 22 Oct 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding Niranjan Uma Naresh Ziyan Jiang Ankit Sungjin Lee Jie Hao Xing Fan Chenlei Guo 34 6 0 22 Oct 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval Kun Zhou Yeyun Gong Xiao Liu Wayne Xin Zhao Yelong Shen ... Jing Lu Rangan Majumder Ji-Rong Wen Nan Duan Weizhu Chen 34 33 0 21 Oct 2022
Unsupervised Text Deidentification John X. Morris Justin T. Chiu Ramin Zabih Alexander M. Rush 14 6 0 20 Oct 2022
Pre-training Language Models with Deterministic Factual Knowledge Shaobo Li Xiaoguang Li Lifeng Shang Chengjie Sun Bingquan Liu Zhenzhou Ji Xin Jiang Qun Liu KELM 36 11 0 20 Oct 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking Tim Baumgärtner Leonardo F. R. Ribeiro Nils Reimers Iryna Gurevych 27 6 0 19 Oct 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis Shuai Fan Chen Lin Haonan Li Zheng-Wen Lin Jinsong Su Hang Zhang Yeyun Gong Jian Guo Nan Duan VLM 23 18 0 18 Oct 2022