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Query2doc: Query Expansion with Large Language Models

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023

14 March 2023

Liang Wang

Nan Yang

Furu Wei

ArXiv (abs)PDF HTML HuggingFace (2 upvotes)

Papers citing "Query2doc: Query Expansion with Large Language Models"

25 / 75 papers shown

Title
LGDE: Local Graph-based Dictionary Expansion Dominik J. Schindler Sneha Jha Xixuan Zhang Kilian Buehling Annett Heft Mauricio Barahona 250 0 0 13 May 2024
A Survey on the Real Power of ChatGPT Ming Liu Ran Liu Ye Zhu Hua Wang Youyang Qu Rongsheng Li Yongpan Sheng Wray Buntine 315 3 0 22 Apr 2024
Unlocking Multi-View Insights in Knowledge-Dense Retrieval-Augmented GenerationIEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2024 Guanhua Chen Wenhan Yu Xiao Lu Xiao Zhang Erli Meng Lei Sha 3DV 150 1 0 19 Apr 2024
TriviaHG: A Dataset for Automatic Hint Generation from Factoid Questions Jamshid Mozafari Anubhav Jangra Adam Jatowt 228 5 1 27 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Tengjiao Wang 3DV 908 436 0 29 Feb 2024
SoftQE: Learned Representations of Queries Expanded by LLMs Varad Pimpalkhute John Heyer Xusen Yin Sameer Gupta RALM 133 3 0 20 Feb 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 276 21 0 17 Feb 2024
From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance Process Jaewoong Kim Moohong Min 201 1 0 26 Jan 2024
Improving Text Embeddings with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei SyDa 460 290 0 31 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 1.2K 2,640 1 18 Dec 2023
Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers?Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023 Minghan Li Honglei Zhuang Kai Hui Zhen Qin Jimmy Lin R. Jagerman Xuanhui Wang Michael Bendersky 197 22 0 15 Nov 2023
Large Search Model: Redefining Search Stack in the Era of LLMs Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei LRM KELM 216 23 0 23 Oct 2023
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and DatasetsFindings (Findings), 2023 Orion Weller Kyle Lo Aman Rangapur Dawn J Lawrie Benjamin Van Durme Arman Cohan Luca Soldaini 236 34 0 15 Sep 2023
Generating Natural Language Queries for More Effective Systematic Review Screening Prioritisation Shuai Wang Harrisen Scells Martin Potthast Bevan Koopman Guido Zuccon 255 12 0 11 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 567 270 0 05 Sep 2023
Context Aware Query Rewriting for Text Rankers using LLM Abhijit Anand Venktesh V Vinay Setty Avishek Anand 144 22 0 31 Aug 2023
Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Zijia Lin Songlin Hu RALM 154 11 0 16 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zheng Liu Zhicheng Dou Ji-Rong Wen KELM 589 441 0 14 Aug 2023
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting Zhen Qin R. Jagerman Kai Hui Honglei Zhuang Junru Wu ... Tianqi Liu Jialu Liu Donald Metzler Xuanhui Wang Michael Bendersky ALM RALM 328 346 0 30 Jun 2023
Query Understanding in the Age of Large Language Models Avishek Anand Venktesh V Abhijit Anand Vinay Setty LRM 239 10 0 28 Jun 2023
Utilizing ChatGPT to Enhance Clinical Trial Enrollment Georgios Peikos S. Symeonidis Pranav Kasela G. Pasi LM&MA 134 16 0 03 Jun 2023
Referral Augmentation for Zero-Shot Information RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Michael Tang Shunyu Yao John Yang Karthik Narasimhan 212 3 0 24 May 2023
Synergistic Interplay between Search and Large Language Models for Information RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 247 19 0 12 May 2023
Large Language Models are Strong Zero-Shot Retriever Tao Shen Guodong Long Xiubo Geng Chongyang Tao Wanrong Zhu Daxin Jiang RALM KELM 214 46 0 27 Apr 2023
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Fengji Zhang B. Chen Yue Zhang Jacky Keung Jin Liu Daoguang Zan Yi Mao Jian-Guang Lou Weizhu Chen 240 336 0 22 Mar 2023