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 / 755 papers shown

Title
Long-range Language Modeling with Self-retrieval Ohad Rubin Jonathan Berant RALM KELM 33 18 0 23 Jun 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng Li 28 32 0 20 Jun 2023
Phrase Retrieval for Open-Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning Soyeong Jeong Jinheon Baek Sung Ju Hwang Jong C. Park 35 2 0 07 Jun 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives Fedor Moiseev Gustavo Hernández Ábrego Peter Dornbach I. Zitouni Enrique Alfonseca Zhe Dong 37 6 0 05 Jun 2023
Controlled Text Generation with Hidden Representation Transformations Vaibhav Kumar H. Koorehdavoudi Masud Moshtaghi Amita Misra Ankit Chadha Emilio Ferrara 26 3 0 30 May 2023
Graph Reasoning for Question Answering with Triplet Retrieval Shiyang Li Yifan Gao Hao Jiang Qingyu Yin Zheng Li Xifeng Yan Chao Zhang Bing Yin RALM ReLM 18 29 0 30 May 2023
A Critical Evaluation of Evaluations for Long-form Question Answering Fangyuan Xu Yixiao Song Mohit Iyyer Eunsol Choi ELM 37 97 0 29 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 34 5 0 28 May 2023
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering Yung-Sung Chuang Wei Fang Shang-Wen Li Wen-tau Yih James R. Glass LRM 34 12 0 26 May 2023
Exploiting Abstract Meaning Representation for Open-Domain Question Answering Cunxiang Wang Zhikun Xu Qipeng Guo Xiangkun Hu Xuefeng Bai Zheng-Wei Zhang Yue Zhang 25 3 0 26 May 2023
Multiview Identifiers Enhanced Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li 29 19 0 26 May 2023
Referral Augmentation for Zero-Shot Information Retrieval Michael Tang Shunyu Yao John Yang Karthik Narasimhan 30 3 0 24 May 2023
Mitigating Temporal Misalignment by Discarding Outdated Facts Michael J.Q. Zhang Eunsol Choi KELM HILM 27 17 0 24 May 2023
NAIL: Lexical Retrieval Indices with Efficient Non-Autoregressive Decoders Livio Baldini Soares D. Gillick Jeremy R. Cole Tom Kwiatkowski 36 1 0 23 May 2023
Exploring Contrast Consistency of Open-Domain Question Answering Systems on Minimally Edited Questions Zhihan Zhang Wenhao Yu Zheng Ning Mingxuan Ju Meng Jiang 29 4 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 32 14 0 23 May 2023
Towards Graph-hop Retrieval and Reasoning in Complex Question Answering over Textual Database Minjun Zhu Yixuan Weng Shizhu He Kang Liu Jun Zhao RALM LRM 33 1 0 23 May 2023
BM25 Query Augmentation Learned End-to-End Xiaoyin Chen Sam Wiseman 33 1 0 23 May 2023
DAPR: A Benchmark on Document-Aware Passage Retrieval Kexin Wang Nils Reimers Iryna Gurevych 23 5 0 23 May 2023
EDIS: Entity-Driven Image Search over Multimodal Web Content Siqi Liu Weixi Feng Tsu-Jui Fu Wenhu Chen Wei Wang VLM 48 9 0 23 May 2023
LM vs LM: Detecting Factual Errors via Cross Examination Roi Cohen May Hamri Mor Geva Amir Globerson HILM 41 120 0 22 May 2023
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision Yucheng Cai Hong Liu Zhijian Ou Y. Huang Junlan Feng RALM 33 3 0 22 May 2023
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting Xinlu Zhang Shiyang Li Xianjun Yang Chenxin Tian Yao Qin Linda R. Petzold 28 9 0 22 May 2023
Description-Based Text Similarity Shauli Ravfogel Valentina Pyatkin Amir D. N. Cohen Avshalom Manevich Yoav Goldberg 28 5 0 21 May 2023
Patton: Language Model Pretraining on Text-Rich Networks Bowen Jin Wentao Zhang Yu Zhang Yu Meng Xinyang Zhang Qi Zhu Jiawei Han VLM 48 45 0 20 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 34 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 21 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 16 12 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 30 125 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 34 10 0 17 May 2023
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems Wenhao Yu Zhihan Zhang Meng Jiang KELM 72 40 0 16 May 2023
SCENE: Self-Labeled Counterfactuals for Extrapolating to Negative Examples Deqing Fu Ameya Godbole Robin Jia 31 8 0 13 May 2023
NevIR: Negation in Neural Information Retrieval Orion Weller Dawn J Lawrie Benjamin Van Durme MU 61 18 0 12 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 63 5 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 30 256 0 11 May 2023
Combo of Thinking and Observing for Outside-Knowledge VQA Q. Si Yuchen Mo Zheng Lin Huishan Ji Weiping Wang 46 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 43 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 27 63 0 08 May 2023
Empowering Language Model with Guided Knowledge Fusion for Biomedical Document Re-ranking D. Gupta Dina Demner-Fushman 29 1 0 07 May 2023
Unified Demonstration Retriever for In-Context Learning Xiaonan Li Kai Lv Hang Yan Tianya Lin Wei-wei Zhu Yuan Ni Guotong Xie Xiaoling Wang Xipeng Qiu RALM VPVLM 27 121 0 07 May 2023
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis Jacopo Tagliabue C. Greco 35 1 0 22 Apr 2023
Revisiting the Role of Similarity and Dissimilarity in Best Counter Argument Retrieval Hongguang Shi Shuirong Cao Cam-Tu Nguyen 24 2 0 18 Apr 2023
Sentence-Level Relation Extraction via Contrastive Learning with Descriptive Relation Prompts Jiewen Zheng Ze Chen 33 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 18 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 24 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 24 15 0 04 Apr 2023
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets I. Bojić Josef Halim Verena Suharman Sreeja Tar Qi Chwen Ong Duy Phung Mathieu Ravaut Shafiq Joty Josip Car FedML 34 3 0 02 Apr 2023