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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"

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Title
Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights Hyunjae Kim Jiwoong Sohn Aidan Gilson Nicholas Cochran-Caggiano Serina S Applebaum ... James Zou Andrew Taylor Arman Cohan Hua Xu Qingyu Chen RALM LM&MA 255 1 0 10 Nov 2025
PublicAgent: Multi-Agent Design Principles From an LLM-Based Open Data Analysis Framework Sina Montazeri Yunhe Feng Kewei Sha LLMAG AI4TS 101 0 0 04 Nov 2025
Tools are under-documented: Simple Document Expansion Boosts Tool Retrieval Xuan Lu Haohang Huang Rui Meng Yaohui Jin Wenjun Zeng Xiaoyu Shen 76 0 0 26 Oct 2025
REVISION:Reflective Intent Mining and Online Reasoning Auxiliary for E-commerce Visual Search System Optimization Yiwen Tang Qiuyu Zhao Zenghui Sun Jinsong Lan Xiaoyong Zhu Bo Zheng Kaifu Zhang LRM 49 0 0 26 Oct 2025
Sherlock Your Queries: Learning to Ask the Right Questions for Dialogue-Based Retrieval Dong Yun Marco Schouten Dim P. Papadopoulos RALM 114 0 0 21 Oct 2025
DSEBench: A Test Collection for Explainable Dataset Search with Examples Qing Shi Jing He Qiaosheng Chen Gong Cheng 69 0 0 20 Oct 2025
DRIFT: Decompose, Retrieve, Illustrate, then Formalize Theorems Meiru Zhang Philipp Borchert Milan Gritta Gerasimos Lampouras AIMat 375 0 0 12 Oct 2025
Haystack Engineering: Context Engineering for Heterogeneous and Agentic Long-Context Evaluation Mufei Li Dongqi Fu Limei Wang Si Zhang Hanqing Zeng ... Xiaoxin He Xavier Bresson Yinglong Xia Chonglin Sun Pan Li 154 0 0 08 Oct 2025
A Tale of LLMs and Induced Small Proxies: Scalable Agents for Knowledge Mining Sipeng Zhang Longfei Yun Zilong Wang Jingbo Shang Letian Peng 117 0 0 01 Oct 2025
Your Dense Retriever is Secretly an Expeditious Reasoner Y. Zhang Jun Bai Zhixin Cai Shuhan Qin Zhuofan Chen Jinghua Guan Wenge Rong LRM 200 0 0 27 Sep 2025
Enhancing Retrieval Augmentation via Adversarial Collaboration Letian Zhang G. MEng Xudong Ren Yiming Wang Shu-Tao Xia 73 1 0 18 Sep 2025
LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge Dima Galat Diego Mollá Aliod 57 2 0 10 Sep 2025
FinCPRG: A Bidirectional Generation Pipeline for Hierarchical Queries and Rich Relevance in Financial Chinese Passage Retrieval Xuan Xu Beilin Chu Qinhong Lin Yixiao Zhong Fufang Wen Jiaqi Liu Binjie Fei Yu Li Zhongliang Yang Linna Zhou RALM AI4TS MedIm 90 0 0 04 Aug 2025
Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities Zhichao Yan Jiapu Wang Jiaoyan Chen Yanyan Wang Hongye Tan Jiye Liang Xiaoli Li Ru Li Jeff Z.Pan RALM 82 2 0 02 Aug 2025
StreamDiT: Real-Time Streaming Text-to-Video Generation Akio Kodaira Tingbo Hou Ji Hou Markos Georgopoulos F. Xu Masayoshi Tomizuka Yue Zhao VGen 95 0 0 04 Jul 2025
Revela: Dense Retriever Learning via Language Modeling Fengyu Cai Tong Chen Xinran Zhao Sihao Chen Hongming Zhang Sherry Tongshuang Wu Iryna Gurevych Heinz Koeppl RALM VLM 182 0 0 19 Jun 2025
REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage ProcessingInternational Symposium on Computer Architecture (ISCA), 2025 Kangqi Chen Andreas Kosmas Kakolyris Rakesh Nadig Manos Frouzakis Nika Mansouri-Ghiasi Yu Liang Haiyu Mao Mohammad Sadrosadati Mohammad Sadrosadati Onur Mutlu RALM 185 0 0 19 Jun 2025
KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs Dingjun Wu Y. Yan Zhenghao Liu Zhiyuan Liu Maosong Sun 197 2 0 11 Jun 2025
Foundation Models for Geospatial Reasoning: Assessing Capabilities of Large Language Models in Understanding Geometries and Topological Spatial RelationsInternational Journal of Geographical Information Science (IJGIS), 2025 Yuhan Ji Song Gao Ying Nie Ivan Majic K. Janowicz ReLM LRM 339 13 0 22 May 2025
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation Kazuki Hayashi Hidetaka Kamigaito Shinya Kouda Taro Watanabe RALM 290 3 0 13 May 2025
WebThinker: Empowering Large Reasoning Models with Deep Research Capability Xiaochen Li Jiajie Jin Guanting Dong Hongjin Qian Yutao Zhu Yongkang Wu Ji-Rong Wen Zhicheng Dou LLMAG LRM 379 141 0 30 Apr 2025
FinDER: Financial Dataset for Question Answering and Evaluating Retrieval-Augmented Generation Chanyeol Choi Jihoon Kwon Jaeseon Ha Hojun Choi Chaewoon Kim Yongjae Lee Jy-yong Sohn Alejandro Lopez-Lira RALM 515 4 0 22 Apr 2025
Query Understanding in LLM-based Conversational Information SeekingThe Web Conference (WWW), 2025 Yifei Yuan Zahra Abbasiantaeb Yang Deng Mohammad Aliannejadi 227 4 0 08 Apr 2025
RARE: Retrieval-Augmented Reasoning Modeling Zhengren Wang Jiayang Yu Dongsheng Ma Zhe Chen Yu Wang ... Feiyu Xiong Yanfeng Wang Weinan E Linpeng Tang Feiyu Xiong RALM LRM 332 5 0 30 Mar 2025
Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems Sejong Kim Hyunseo Song Hyunwoo Seo Hyunjun Kim RALM 246 6 0 19 Mar 2025
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented GenerationInternational Conference on the Theory of Information Retrieval (ICTIR), 2025 Sha Li Naren Ramakrishnan RALM KELM 499 2 0 18 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language ModelsThe Web Conference (WWW), 2025 Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... Keqin Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 536 4 0 02 Feb 2025
SynDL: A Large-Scale Synthetic Test Collection for Passage RetrievalThe Web Conference (WWW), 2024 Hossein A. Rahmani Xi Wang Emine Yilmaz Nick Craswell Bhaskar Mitra Paul Thomas 237 9 0 28 Jan 2025
Context Awareness Gate For Retrieval Augmented GenerationConference on Information and Knowledge Technology (IKT), 2024 Mohammad Hassan Heydari Arshia Hemmat Erfan Naman Afsaneh Fatemi RALM 296 2 0 25 Nov 2024
SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Yaqi Wang Haipei Xu LLMAG 194 1 0 21 Nov 2024
DMQR-RAG: Diverse Multi-Query Rewriting for RAG Zhicong Li Jiahao Wang Zhishu Jiang Hangyu Mao Zhongxia Chen Jiazhen Du Yuanxing Zhang Fuzheng Zhang Di Zhang Yong Liu 701 11 0 20 Nov 2024
Towards Evaluating Large Language Models for Graph Query Generation Siraj Munir Alessandro Aldini ELM 196 3 0 13 Nov 2024
E2E-AFG: An End-to-End Model with Adaptive Filtering for Retrieval-Augmented GenerationPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2024 Yun Jiang Zilong Xie Wei Zhang Yun Fang Shuai Pan RALM 866 0 0 01 Nov 2024
Grounding by Trying: LLMs with Reinforcement Learning-Enhanced RetrievalInternational Conference on Learning Representations (ICLR), 2024 Sheryl Hsu Omar Khattab Chelsea Finn Archit Sharma KELM RALM 245 15 0 30 Oct 2024
RARe: Retrieval Augmented Retrieval with In-Context Examples Atula Tejaswi Yoonsang Lee Sujay Sanghavi Eunsol Choi RALM LRM 152 2 0 26 Oct 2024
Atomic Fact Decomposition Helps Attributed Question Answering Zhichao Yan Jiashuo Wang Jiaoyan Chen Xiaoli Li Ru Li Jeff Z. Pan KELM HILM 261 10 0 22 Oct 2024
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng Xiaochen Li Yinlin Zhu Zhicheng Dou Jian-Yun Nie KELM 391 19 0 21 Oct 2024
MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool CallingNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Yakun Zhu Shaohang Wei Xu Wang Kui Xue Xiaofan Zhang Shanghang Zhang 346 8 0 17 Oct 2024
No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in LLMs, Even for Vigilant Users Mengxuan Hu Hongyi Wu Zihan Guan Ronghang Zhu Dongliang Guo Daiqing Qi Sheng Li SILM 217 11 0 10 Oct 2024
TableRAG: Million-Token Table Understanding with Language ModelsNeural Information Processing Systems (NeurIPS), 2024 Si-An Chen Lesly Miculicich Julian Martin Eisenschlos Zifeng Wang Zilong Wang Yanfei Chen Yasuhisa Fujii Hsuan-Tien Lin Zifeng Wang Tomas Pfister LMTD RALM 200 42 0 07 Oct 2024
Elaborative Subtopic Query Reformulation for Broad and Indirect Queries in Travel Destination Recommendation Qianfeng Wen Yifan Liu Joshua Zhang George Saad Anton Korikov Yury Sambale Scott Sanner 157 5 0 02 Oct 2024
Enhancing Retrieval in QA Systems with Derived Feature Association Keyush Shah Abhishek Goyal Isaac Wasserman RALM 49 0 0 02 Oct 2024
Xinyu: An Efficient LLM-based System for Commentary GenerationKnowledge Discovery and Data Mining (KDD), 2024 Yiquan Wu Bo Tang Chenyang Xi Yu Yu Pengyu Wang ... Peng Cheng Zhonghao Wang Yi Wang Yi Luo Mingchuan Yang 211 5 0 21 Aug 2024
DocTabQA: Answering Questions from Long Documents Using TablesIEEE International Conference on Document Analysis and Recognition (ICDAR), 2024 Haochen Wang Kai Hu Haoyu Dong Liangcai Gao RALM LMTD 157 7 0 21 Aug 2024
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation for Healthcare QA Eric Yang Jonathan Amar Jong Ha Lee Bhawesh Kumar Yugang Jia 127 4 0 25 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 315 10 0 17 Jul 2024
Crafting the Path: Robust Query Rewriting for Information Retrieval Ingeol Baek Jimin Lee Joonho Yang Hwanhee Lee 188 7 0 17 Jul 2024
Searching for Best Practices in Retrieval-Augmented Generation Xiaohua Wang Zhenghua Wang Xuan Gao Feiran Zhang Yixin Wu ... Qi Qian Ruicheng Yin Changze Lv Xiaoqing Zheng Xuanjing Huang 263 100 0 01 Jul 2024
When Search Engine Services meet Large Language Models: Visions and Challenges Haoyi Xiong Jiang Bian Yuchen Li Xuhong Li Jundong Li Shuaiqiang Wang D. Yin Sumi Helal 304 70 0 28 Jun 2024
APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking Can Jin Hongwu Peng Shiyu Zhao Zhenting Wang Wujiang Xu Ligong Han Jiahui Zhao Kai Zhong Sanguthevar Rajasekaran Dimitris N. Metaxas KELM 421 47 0 20 Jun 2024

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Query2doc: Query Expansion with Large Language Models

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