Reading Wikipedia to Answer Open-Domain Questions

31 March 2017

Jason Weston

Papers citing "Reading Wikipedia to Answer Open-Domain Questions"

50 / 392 papers shown

Title
Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models Antoine Louis Gijs van Dijck Gerasimos Spanakis ELM AILaw 30 35 0 29 Sep 2023
AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions Son Quoc Tran Gia-Huy Do Phong Nguyen-Thuan Do Matt Kretchmar Xinya Du 29 0 0 10 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik R. Narasimhan Thomas Griffiths LLMAG LM&Ro 56 154 0 05 Sep 2023
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language Models Yasuto Hoshi Daisuke Miyashita Youyang Ng Kento Tatsuno Yasuhiro Morioka Osamu Torii J. Deguchi LRM 32 12 0 21 Aug 2023
RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models Jie Huang Ming-Yu Liu Peng Xu M. Shoeybi Kevin Chen-Chuan Chang Bryan Catanzaro RALM 35 33 0 15 Aug 2023
Performance Prediction for Multi-hop Questions M. Samadi Davood Rafiei 30 3 0 12 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation Ruiyang Ren Yuhao Wang Yingqi Qu Wayne Xin Zhao Qingbin Liu Hao Tian Huaqin Wu Ji-Rong Wen Haifeng Wang RALM KELM 46 125 0 20 Jul 2023
Chain of Thought Prompting Elicits Knowledge Augmentation Di Wu Jing Zhang Xinmei Huang LRM 28 31 0 04 Jul 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 29 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 26 19 0 26 May 2023
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators Matteo Gabburo Siddhant Garg Rik Koncel-Kedziorski Alessandro Moschitti 29 6 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
Psychological Metrics for Dialog System Evaluation Salvatore Giorgi Shreya Havaldar Farhan S. Ahmed Zuhaib Akhtar Shalaka Vaidya Gary Pan Pallavi V. Kulkarni H. Andrew Schwartz Joao Sedoc 22 2 0 24 May 2023
TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering Jian Wu Yicheng Xu Yan Gao Jian-Guang Lou Börje F. Karlsson Manabu Okumura LMTD 18 3 0 24 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
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation Sewon Min Kalpesh Krishna Xinxi Lyu M. Lewis Wen-tau Yih Pang Wei Koh Mohit Iyyer Luke Zettlemoyer Hannaneh Hajishirzi HILM ALM 86 607 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 28 9 0 22 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 11 0 18 May 2023
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems Wenhao Yu Zhihan Zhang Meng Jiang KELM 70 40 0 16 May 2023
Knowledge Rumination for Pre-trained Language Models Yunzhi Yao Peng Wang Shengyu Mao Chuanqi Tan Fei Huang Huajun Chen Ningyu Zhang KELM 30 3 0 15 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 30 255 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
Toward Connecting Speech Acts and Search Actions in Conversational Search Tasks Souvick Ghosh Satanu Ghosh C. Shah 25 2 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
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes Simran Arora Brandon Yang Sabri Eyuboglu A. Narayan Andrew Hojel Immanuel Trummer Christopher Ré SyDa 47 69 0 19 Apr 2023
PEACH: Pre-Training Sequence-to-Sequence Multilingual Models for Translation with Semi-Supervised Pseudo-Parallel Document Generation Alireza Salemi Amirhossein Abaskohi Sara Tavakoli Yadollah Yaghoobzadeh A. Shakery AIMat 27 0 0 03 Apr 2023
Revealing Weaknesses of Vietnamese Language Models Through Unanswerable Questions in Machine Reading Comprehension Son Quoc Tran Phong Nguyen-Thuan Do Kiet Van Nguyen Ngan Luu-Thuy Nguyen 39 0 0 16 Mar 2023
OPORP: One Permutation + One Random Projection Ping Li Xiaoyun Li 39 8 0 07 Feb 2023
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development Avirup Sil Jaydeep Sen Bhavani Iyer M. Franz Kshitij P. Fadnis ... Yulong Li Md Arafat Sultan Riyaz Ahmad Bhat Radu Florian Salim Roukos 37 4 0 23 Jan 2023
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction Vardaan Pahuja Boshi Wang Hugo Latapie Jayanth Srinivasa Yu-Chuan Su 28 13 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 Siu-Ming Yiu Nan Duan RALM 54 3 0 18 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 43 59 0 15 Dec 2022
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 50 48 0 02 Dec 2022
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph Jinhao Jiang Kun Zhou Wayne Xin Zhao Ji-Rong Wen RALM 47 77 0 02 Dec 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes Poojitha Nandigam Nikhil Rayaprolu Manish Shrivastava 27 1 0 29 Nov 2022
Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? Neeraj Varshney Man Luo Chitta Baral RALM 21 11 0 23 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 35 7 0 17 Nov 2022
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 28 33 0 15 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang Chengyue Gong Xingchao Liu RALM 51 6 0 02 Nov 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 47 92 0 25 Oct 2022
Knowledge Transfer from Answer Ranking to Answer Generation Matteo Gabburo Rik Koncel-Kedziorski Siddhant Garg Luca Soldaini Alessandro Moschitti 33 7 0 23 Oct 2022
BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets Minju Kim Chaehyeong Kim Yongho Song Seung-won Hwang Jinyoung Yeo 39 13 0 23 Oct 2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning Xingwei He Yeyun Gong Alex Jin Weizhen Qi Hang Zhang Jian Jiao Bartuer Zhou Biao Cheng Sm Yiu Nan Duan 38 11 0 21 Oct 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 41 257 0 17 Oct 2022