REPLUG: Retrieval-Augmented Black-Box Language Models

30 January 2023

Weijia Shi

Luke Zettlemoyer

Papers citing "REPLUG: Retrieval-Augmented Black-Box Language Models"

50 / 462 papers shown

Title
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine Siqiao Xue Fan Zhou Y. Xu Ming Jin Qingsong Wen ... Jun Zhou Shuo Xie D. Xiu James Y. Zhang Hongyuan Mei RALM AIFin 31 15 0 10 Aug 2023
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore Sewon Min Suchin Gururangan Eric Wallace Hannaneh Hajishirzi Noah A. Smith Luke Zettlemoyer AILaw 22 63 0 08 Aug 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 59 342 0 07 Aug 2023
LARCH: Large Language Model-based Automatic Readme Creation with Heuristics Yuta Koreeda Terufumi Morishita Osamu Imaichi Yasuhiro Sogawa VLM 29 2 0 06 Aug 2023
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question Answering Vaibhav Adlakha Parishad BehnamGhader Xing Han Lù Nicholas Meade Siva Reddy 25 120 0 31 Jul 2023
L-Eval: Instituting Standardized Evaluation for Long Context Language Models Chen An Shansan Gong Ming Zhong Xingjian Zhao Mukai Li Jun Zhang Lingpeng Kong Xipeng Qiu ELM ALM 40 132 0 20 Jul 2023
Thrust: Adaptively Propels Large Language Models with External Knowledge Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 58 5 0 19 Jul 2023
Learning to Retrieve In-Context Examples for Large Language Models Liang Wang Nan Yang Furu Wei RALM 36 38 0 14 Jul 2023
Generating Benchmarks for Factuality Evaluation of Language Models Dor Muhlgay Ori Ram Inbal Magar Yoav Levine Nir Ratner Yonatan Belinkov Omri Abend Kevin Leyton-Brown Amnon Shashua Y. Shoham HILM 30 91 0 13 Jul 2023
A Comprehensive Overview of Large Language Models Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Ajmal Mian OffRL 70 529 0 12 Jul 2023
Prompt Generate Train (PGT): Few-shot Domain Adaption of Retrieval Augmented Generation Models for Open Book Question-Answering C. Krishna RALM 39 0 0 12 Jul 2023
Lost in the Middle: How Language Models Use Long Contexts Nelson F. Liu Kevin Lin John Hewitt Ashwin Paranjape Michele Bevilacqua Fabio Petroni Percy Liang RALM 40 1,404 0 06 Jul 2023
Citation: A Key to Building Responsible and Accountable Large Language Models Jie Huang Kevin Chen-Chuan Chang HILM 46 17 0 05 Jul 2023
Long-range Language Modeling with Self-retrieval Ohad Rubin Jonathan Berant RALM KELM 19 18 0 23 Jun 2023
ToolQA: A Dataset for LLM Question Answering with External Tools Yuchen Zhuang Yue Yu Kuan-Chieh Jackson Wang Haotian Sun Chao Zhang ELM LLMAG 24 216 0 23 Jun 2023
Propagating Knowledge Updates to LMs Through Distillation Shankar Padmanabhan Yasumasa Onoe Michael J.Q. Zhang Greg Durrett Eunsol Choi KELM 10 18 0 15 Jun 2023
Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank Nischal Ashok Kumar Nigel Fernandez Zichao Wang Andrew S. Lan RALM 13 11 0 15 Jun 2023
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 36 12 0 07 Jun 2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking Jiaqi Bai Hongcheng Guo Jiaheng Liu Jian Yang Xinnian Liang Zhao Yan Zhoujun Li RALM 26 14 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 27 5 0 28 May 2023
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-In Zichun Yu Chenyan Xiong S. Yu Zhiyuan Liu KELM VLM 30 62 0 27 May 2023
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering Cunxiang Wang Hao Yu Yue Zhang 21 9 0 26 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 36 216 0 24 May 2023
SAIL: Search-Augmented Instruction Learning Hongyin Luo Yung-Sung Chuang Yuan Gong Tianhua Zhang Yoon Kim Xixin Wu D. Fox Helen Meng James R. Glass ALM LRM RALM 39 23 0 24 May 2023
Privacy Implications of Retrieval-Based Language Models Yangsibo Huang Samyak Gupta Zexuan Zhong Keqin Li Danqi Chen RALM 33 29 0 24 May 2023
Adapting Language Models to Compress Contexts Alexis Chevalier Alexander Wettig Anirudh Ajith Danqi Chen LLMAG 16 174 0 24 May 2023
Allies: Prompting Large Language Model with Beam Search Hao Sun Xiao Liu Yeyun Gong Yan Zhang Daxin Jiang Linjun Yang Nan Duan RALM 30 5 0 24 May 2023
Trusting Your Evidence: Hallucinate Less with Context-aware Decoding Weijia Shi Xiaochuang Han M. Lewis Yulia Tsvetkov Luke Zettlemoyer Scott Yih HILM 21 189 0 24 May 2023
KNN-LM Does Not Improve Open-ended Text Generation Shufan Wang Yixiao Song Andrew Drozdov Aparna Garimella Varun Manjunatha Mohit Iyyer RALM 32 8 0 24 May 2023
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia Sina J. Semnani Violet Z. Yao He Zhang M. Lam KELM AI4MH 30 72 0 23 May 2023
Query Rewriting for Retrieval-Augmented Large Language Models Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan KELM LRM 33 101 0 23 May 2023
Improving Language Models via Plug-and-Play Retrieval Feedback W. Yu Zhihan Zhang Zhenwen Liang Meng Jiang Ashish Sabharwal KELM LRM 28 71 0 23 May 2023
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 214 156 0 22 May 2023
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources Xingxuan Li Ruochen Zhao Yew Ken Chia Bosheng Ding Chenyu You Soujanya Poria Lidong Bing HILM BDL LRM 84 89 0 22 May 2023
Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning Liangming Pan Alon Albalak Xinyi Wang William Yang Wang ReLM LRM AI4CE 49 233 0 20 May 2023
Complex Claim Verification with Evidence Retrieved in the Wild Jifan Chen Grace Kim Aniruddh Sriram Greg Durrett Eunsol Choi HILM 24 70 0 19 May 2023
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Zhibin Gou Zhihong Shao Yeyun Gong Yelong Shen Yujiu Yang Nan Duan Weizhu Chen KELM LRM 36 358 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
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 50 30 0 17 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 23 255 0 11 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 40 44 0 08 May 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory Xin Cheng Di Luo Xiuying Chen Lemao Liu Dongyan Zhao Rui Yan RALM 153 91 0 03 May 2023
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency B. Liu Yuqian Jiang Xiaohan Zhang Qian Liu Shiqi Zhang Joydeep Biswas Peter Stone LM&Ro LLMAG 28 382 0 22 Apr 2023
chatClimate: Grounding Conversational AI in Climate Science S. Vaghefi Qian Wang V. Muccione Jingwei Ni Mathias Kraus ... Tobias Schimanski Chiara Colesanti-Senni Nicolas Webersinke Christrian Huggel Markus Leippold KELM AI4MH HILM 25 67 0 11 Apr 2023
Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study Zengzhi Wang Qiming Xie Yi Feng Zixiang Ding Zinong Yang Rui Xia AI4MH LLMAG 21 146 0 10 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 20 1 0 06 Apr 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 27 219 0 22 Mar 2023
cTBLS: Augmenting Large Language Models with Conversational Tables Anirudh S. Sundar Larry Heck LMTD 21 7 0 21 Mar 2023
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback Baolin Peng Michel Galley Pengcheng He Hao Cheng Yujia Xie ... Qiuyuan Huang Lars Liden Zhou Yu Weizhu Chen Jianfeng Gao KELM HILM LRM 25 376 0 24 Feb 2023