Generation-Augmented Retrieval for Open-domain Question Answering

17 September 2020

Xiaodong Liu

Papers citing "Generation-Augmented Retrieval for Open-domain Question Answering"

50 / 148 papers shown

Title
Robust and Scalable Model Editing for Large Language Models Yingfa Chen Zhengyan Zhang Xu Han Chaojun Xiao Zhiyuan Liu Chen Chen Kuai Li Tao Yang Maosong Sun KELM 28 2 0 26 Mar 2024
Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation Zhonghan Zhao Kewei Chen Dongxu Guo Wenhao Chai Tianbo Ye Yanting Zhang Gaoang Wang 58 20 0 13 Mar 2024
Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering Hongda Sun Yuxuan Liu Chengwei Wu Haiyu Yan Cheng Tai Xin Gao Shuo Shang Rui Yan 28 7 0 08 Mar 2024
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy SeongKu Kang Shivam Agarwal Bowen Jin Dongha Lee Hwanjo Yu Jiawei Han 57 6 0 07 Mar 2024
A Survey of Large Language Models in Cybersecurity Gabriel de Jesus Coelho da Silva Carlos Becker Westphall 27 5 0 26 Feb 2024
SoftQE: Learned Representations of Queries Expanded by LLMs Varad Pimpalkhute John Heyer Xusen Yin Sameer Gupta RALM 29 1 0 20 Feb 2024
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models Mosh Levy Alon Jacoby Yoav Goldberg 48 68 0 19 Feb 2024
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversational Search Chanwoong Yoon Gangwoo Kim Byeongguk Jeon Sungdong Kim Yohan Jo Jaewoo Kang RALM KELM 35 12 0 19 Feb 2024
Distillation Enhanced Generative Retrieval Yongqi Li Zhen Zhang Wenjie Wang Liqiang Nie Wenjie Li Tat-Seng Chua VLM 32 1 0 16 Feb 2024
Understanding the planning of LLM agents: A survey Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Hao Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG LM&Ro 24 131 0 05 Feb 2024
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Minbyul Jeong Jiwoong Sohn Mujeen Sung Jaewoo Kang 13 28 0 27 Jan 2024
Instant Answering in E-Commerce Buyer-Seller Messaging using Message-to-Question Reformulation B. Fetahu Tejas Mehta Qun Song Nikhita Vedula Oleg Rokhlenko S. Malmasi 41 1 0 18 Jan 2024
Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search Haochen Li Xin Zhou Zhiqi Shen 29 9 0 09 Jan 2024
Building Efficient and Effective OpenQA Systems for Low-Resource Languages Emrah Budur Riza Ozccelik Dilara Soylu Omar Khattab Tunga Güngör Christopher Potts 30 1 0 07 Jan 2024
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models Xiaoxi Li Yujia Zhou Zhicheng Dou RALM 17 11 0 18 Dec 2023
Dynamic Retrieval-Augmented Generation Anton Shapkin Denis Litvinov Yaroslav Zharov Egor Bogomolov Timur Galimzyanov T. Bryksin SyDa RALM 28 1 0 14 Dec 2023
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents James Enouen Hootan Nakhost Sayna Ebrahimi Sercan Ö. Arik Yan Liu Tomas Pfister 33 4 0 03 Dec 2023
Noisy Self-Training with Synthetic Queries for Dense Retrieval Fan Jiang Tom Drummond Trevor Cohn 33 1 0 27 Nov 2023
Control in Hybrid Chatbots Thomas Rudel Jochen L. Leidner 26 0 0 20 Nov 2023
JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models Zihao Wang Shaofei Cai Anji Liu Yonggang Jin Jinbing Hou ... Zhaofeng He Zilong Zheng Yaodong Yang Xiaojian Ma Yitao Liang LLMAG LM&Ro 36 96 0 10 Nov 2023
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models Boyu Zhang Hongyang Yang Tianyu Zhou Muhammad Ali Babar Xiao-Yang Liu AIFin 56 104 0 06 Oct 2023
Physics of Language Models: Part 3.2, Knowledge Manipulation Zeyuan Allen-Zhu Yuanzhi Li KELM 17 83 0 25 Sep 2023
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs Ye Liu Semih Yavuz Rui Meng Meghana Moorthy Shafiq R. Joty Caiming Xiong Yingbo Zhou RALM 28 1 0 24 Aug 2023
VulLibGen: Generating Names of Vulnerability-Affected Packages via a Large Language Model Tianyu Chen Lin Li ZhuLiuchuan ZhuLiuchuan Zongyang Li Xueqing Liu Guangtai Liang Qianxiang Wang Tao Xie 16 3 0 09 Aug 2023
Citations as Queries: Source Attribution Using Language Models as Rerankers Ryan Muther David Smith 12 2 0 29 Jun 2023
Unified Language Representation for Question Answering over Text, Tables, and Images Yu Bowen Cheng Fu Haiyang Yu Fei Huang Yongbin Li LMTD 22 20 0 29 Jun 2023
Learning to Rank in Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li RALM 25 37 0 27 Jun 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 22 12 0 26 May 2023
Multiview Identifiers Enhanced Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li 24 19 0 26 May 2023
ConvGQR: Generative Query Reformulation for Conversational Search Fengran Mo Kelong Mao Yutao Zhu Yihong Wu Kaiyu Huang J. Nie 40 43 0 25 May 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy Zhihong Shao Yeyun Gong Yelong Shen Minlie Huang Nan Duan Weizhu Chen RALM LRM KELM 36 213 0 24 May 2023
BM25 Query Augmentation Learned End-to-End Xiaoyin Chen Sam Wiseman 25 0 0 23 May 2023
Natural Language Decompositions of Implicit Content Enable Better Text Representations Alexander Miserlis Hoyle Rupak Sarkar Pranav Goel Philip Resnik AI4CE 38 12 0 23 May 2023
AVeriTeC: A Dataset for Real-world Claim Verification with Evidence from the Web M. Schlichtkrull Zhijiang Guo Andreas Vlachos 21 63 0 22 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 55 5 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 14 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 9 252 0 11 May 2023
Expository Text Generation: Imitate, Retrieve, Paraphrase Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 8 8 0 05 May 2023
Retrieval-Augmented Classification with Decoupled Representation Xinnian Liang Shuangzhi Wu Hui Huang Jiaqi Bai Chao Bian Zhoujun Li 13 0 0 23 Mar 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation Fengji Zhang B. Chen Yue Zhang Jacky Keung Jin Liu Daoguang Zan Yi Mao Jian-Guang Lou Weizhu Chen 25 220 0 22 Mar 2023
SSR-TA: Sequence to Sequence based expert recurrent recommendation for ticket automation Chenhan Cao Xiaoyu Fang Bingqing Luo Bin Xia 8 0 0 30 Jan 2023
Generation-Augmented Query Expansion For Code Retrieval Dong Li Yelong Shen Ruoming Jin Yi Mao Kuan-Chieh Jackson Wang Weizhu Chen RALM 26 8 0 20 Dec 2022
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary Ori Ram L. Bezalel Adi Zicher Yonatan Belinkov Jonathan Berant Amir Globerson 39 35 0 20 Dec 2022
Query-as-context Pre-training for Dense Passage Retrieval Xing Wu Guangyuan Ma Wanhui Qian Zijia Lin Songlin Hu 27 9 0 19 Dec 2022
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling Mingzhu Cai Siqi Bao Xin Tian H. He Fan Wang Hua-Hong Wu 17 5 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 41 3 0 18 Dec 2022
Open-Domain Conversational Question Answering with Historical Answers Hung-Chieh Fang Kuo-Han Hung Chao-Wei Huang Yun-Nung (Vivian) Chen RALM 8 9 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 26 33 0 15 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
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives Si Sun Chenyan Xiong Yue Yu Arnold Overwijk Zhiyuan Liu Jie Bao 30 6 0 31 Oct 2022