Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

2 July 2020

Papers citing "Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering"

50 / 747 papers shown

Title
The Web Can Be Your Oyster for Improving Large Language Models Junyi Li Tianyi Tang Wayne Xin Zhao Jingyuan Wang Jian-Yun Nie Ji-Rong Wen RALM KELM 29 5 0 18 May 2023
Personality Understanding of Fictional Characters during Book Reading Mo Yu JiangNan Li Shunyu Yao Wenjie Pang Xiaochen Zhou Zhou Xiao Fandong Meng Jie Zhou 32 16 0 17 May 2023
HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution Ye Liu Semih Yavuz Rui Meng Dragomir R. Radev Caiming Xiong Yingbo Zhou 40 8 0 12 May 2023
NevIR: Negation in Neural Information Retrieval Orion Weller Dawn J Lawrie Benjamin Van Durme MU 61 18 0 12 May 2023
Open-WikiTable: Dataset for Open Domain Question Answering with Complex Reasoning over Table Sunjun Kweon Yeonsu Kwon Seonhee Cho Yohan Jo E. Choi LMTD RALM 16 17 0 12 May 2023
Evaluating Open-Domain Question Answering in the Era of Large Language Models Ehsan Kamalloo Nouha Dziri C. Clarke Davood Rafiei ELM 22 99 0 11 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
Automatic Evaluation of Attribution by Large Language Models Xiang Yue Boshi Wang Ziru Chen Kai Zhang Yu-Chuan Su Huan Sun ALM LRM HILM 41 55 0 10 May 2023
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels D. Ribeiro Omid Abdar Jack Goetz Mike Ross Annie Dong Ken Forbus A. Mohamed 20 2 0 05 May 2023
From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base Wangzhen Guo Linyin Luo Hanjiang Lai Jian Yin LRM ReLM 16 3 0 05 May 2023
Expository Text Generation: Imitate, Retrieve, Paraphrase Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 16 8 0 05 May 2023
VideoOFA: Two-Stage Pre-Training for Video-to-Text Generation Xilun Chen L. Yu Wenhan Xiong Barlas Ouguz Yashar Mehdad Wen-tau Yih VGen 26 3 0 04 May 2023
Chain-of-Skills: A Configurable Model for Open-domain Question Answering Kaixin Ma Hao Cheng Yu Zhang Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 28 16 0 04 May 2023
Re $^3$ Dial: Retrieve, Reorganize and Rescale Dialogue Corpus for Long-Turn Open-Domain Dialogue Pre-training Jiaxin Wen Hao Zhou Jian Guan Minlie Huang 28 0 0 04 May 2023
AutoML-GPT: Automatic Machine Learning with GPT Shujian Zhang Chengyue Gong Lemeng Wu Xingchao Liu Mi Zhou LLMAG 67 61 0 04 May 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory Xin Cheng Di Luo Preslav Nakov Lemao Liu Dongyan Zhao Rui Yan RALM 153 91 0 03 May 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input Amanda Bertsch Uri Alon Graham Neubig Matthew R. Gormley RALM 116 122 0 02 May 2023
Why So Gullible? Enhancing the Robustness of Retrieval-Augmented Models against Counterfactual Noise Giwon Hong Jeonghwan Kim Junmo Kang Sung-Hyon Myaeng Joyce Jiyoung Whang RALM AAML 30 19 0 02 May 2023
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks Shicheng Xu Liang Pang Huawei Shen Xueqi Cheng Tat-Seng Chua RALM KELM LRM 32 39 0 28 Apr 2023
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering Alireza Salemi Juan Altmayer Pizzorno Hamed Zamani 15 14 0 26 Apr 2023
LaMP: When Large Language Models Meet Personalization Alireza Salemi Sheshera Mysore Michael Bendersky Hamed Zamani RALM 24 210 0 22 Apr 2023
Tool Learning with Foundation Models Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 42 200 0 17 Apr 2023
ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human Junfeng Tian Hehong Chen Guohai Xu Mingshi Yan Xing Gao ... Qinghao Ye Jie Zhang Ji Zhang Feiran Huang Jingren Zhou ALM VLM 34 15 0 16 Apr 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study Wei Ping Ming-Yu Liu P. Xu Lawrence C. McAfee Zihan Liu ... Oleksii Kuchaiev Bo-wen Li Chaowei Xiao Anima Anandkumar Bryan Catanzaro RALM 46 56 0 13 Apr 2023
Generative Knowledge Selection for Knowledge-Grounded Dialogues Weiwei Sun Pengjie Ren Z. Ren 23 15 0 10 Apr 2023
WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus Hongjing Qian Yutao Zhu Zhicheng Dou Haoqi Gu Xinyu Zhang Zheng Liu Ruofei Lai Bo Zhao J. Nie Ji-Rong Wen 38 25 0 10 Apr 2023
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain Yanis Labrak Adrien Bazoge Richard Dufour Mickael Rouvier Emmanuel Morin B. Daille P. Gourraud 27 30 0 09 Apr 2023
Hierarchical Catalogue Generation for Literature Review: A Benchmark Kun Zhu Xiaocheng Feng Xiachong Feng Yin Wu Bing Qin 17 6 0 07 Apr 2023
Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering Yongho Song Dahyun Lee Myungha Jang Seung-won Hwang Kyungjae Lee Dongha Lee Jinyeong Yeo RALM 25 1 0 06 Apr 2023
Task-oriented Memory-efficient Pruning-Adapter Guorun Wang Jun Yang Yaoru Sun 42 4 0 26 Mar 2023
cTBLS: Augmenting Large Language Models with Conversational Tables Anirudh S. Sundar Larry Heck LMTD 23 7 0 21 Mar 2023
Retrieving Multimodal Information for Augmented Generation: A Survey Ruochen Zhao Hailin Chen Weishi Wang Fangkai Jiao Do Xuan Long ... Bosheng Ding Xiaobao Guo Minzhi Li Xingxuan Li Chenyu You 31 82 0 20 Mar 2023
TypeT5: Seq2seq Type Inference using Static Analysis Jiayi Wei Greg Durrett Işıl Dillig 36 18 0 16 Mar 2023
Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue Response Generation Models by Causal Discovery Tao Feng Lizhen Qu Gholamreza Haffari CML 27 7 0 02 Mar 2023
A Survey on Long Text Modeling with Transformers Zican Dong Tianyi Tang Lunyi Li Wayne Xin Zhao VLM 26 54 0 28 Feb 2023
On the Generalization Ability of Retrieval-Enhanced Transformers Tobias Norlund Ehsan Doostmohammadi Richard Johansson Marco Kuhlmann RALM 32 6 0 23 Feb 2023
Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs Yeqin Zhang Haomin Fu Cheng Fu Haiyang Yu Yongbin Li Cam-Tu Nguyen 40 9 0 23 Feb 2023
Can Pre-trained Vision and Language Models Answer Visual Information-Seeking Questions? Yang Chen Hexiang Hu Yi Luan Haitian Sun Soravit Changpinyo Alan Ritter Ming-Wei Chang 48 80 0 23 Feb 2023
Retrieval-augmented Image Captioning R. Ramos Desmond Elliott Bruno Martins VLM 32 29 0 16 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 22 12 0 16 Feb 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 47 368 0 15 Feb 2023
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents Shreya Saxena Raj Sangani Siva Prasad Shubham Kumar Mihir Athale Rohan Awhad Vishal Vaddina 19 5 0 14 Feb 2023
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories Suyu Ge Chenyan Xiong Corby Rosset Arnold Overwijk Jiawei Han Paul N. Bennett VLM 41 6 0 07 Feb 2023
History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System Tong Zhang Yong-jin Liu Boyang Albert Li Zhiwei Zeng Pengwei Wang Yuan You Steven C. H. Hoi Li-zhen Cui 35 13 0 02 Feb 2023
In-Context Retrieval-Augmented Language Models Ori Ram Yoav Levine Itay Dalmedigos Dor Muhlgay Amnon Shashua Kevin Leyton-Brown Y. Shoham KELM RALM LRM 31 546 0 31 Jan 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 85 583 0 30 Jan 2023
Semi-Parametric Video-Grounded Text Generation Sungdong Kim Jin-Hwa Kim Jiyoung Lee Minjoon Seo VGen 32 14 0 27 Jan 2023
Pre-computed memory or on-the-fly encoding? A hybrid approach to retrieval augmentation makes the most of your compute Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Joshua Ainslie Sumit Sanghai Fei Sha William W. Cohen RALM 32 16 0 25 Jan 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
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images Ryota Tanaka Kyosuke Nishida Kosuke Nishida Taku Hasegawa Itsumi Saito Kuniko Saito 25 73 0 12 Jan 2023