From Matching to Generation: A Survey on Generative Information Retrieval

23 April 2024

Xiaoxi Li

Jiajie Jin

Peitian Zhang

Papers citing "From Matching to Generation: A Survey on Generative Information Retrieval"

50 / 64 papers shown

Title
WebThinker: Empowering Large Reasoning Models with Deep Research Capability X. Li Jiajie Jin Guanting Dong Hongjin Qian Yutao Zhu Yongkang Wu Ji-Rong Wen Zhicheng Dou LLMAG LRM 79 1 0 30 Apr 2025
Replication and Exploration of Generative Retrieval over Dynamic Corpora Zhen Zhang Xinyu Ma Weiwei Sun Pengjie Ren Z. Chen S. Wang D. Yin Maarten de Rijke Z. Ren 28 0 0 24 Apr 2025
In-context Ranking Preference Optimization Junda Wu Rohan Surana Zhouhang Xie Yiran Shen Yu Xia Tong Yu Ryan Rossi Prithviraj Ammanabrolu Julian McAuley 33 0 0 21 Apr 2025
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering X. Wang Jijun Chi Zhenghan Tai Tung Sum Thomas Kwok Muzhi Li ... Suyuchen Wang Yihong Wu Jerry Huang Jingrui Tian Ling Zhou 62 0 0 20 Apr 2025
Accommodate Knowledge Conflicts in Retrieval-augmented LLMs: Towards Reliable Response Generation in the Wild Jiatai Wang Zhiwei Xu Di Jin Xuewen Yang Tao Li RALM 32 0 0 17 Apr 2025
Cross-Problem Parameter Transfer in Quantum Approximate Optimization Algorithm: A Machine Learning Approach Kien X. Nguyen Bao Bach Ilya Safro 20 0 0 14 Apr 2025
Constrained Auto-Regressive Decoding Constrains Generative Retrieval Shiguang Wu Z. Z. Ren Xin Xin Jiyuan Yang M. Zhang Z. Chen Maarten de Rijke Pengjie Ren RALM 33 0 0 14 Apr 2025
CollEX -- A Multimodal Agentic RAG System Enabling Interactive Exploration of Scientific Collections Florian Schneider Narges Baba Ahmadi Niloufar Baba Ahmadi Iris Vogel Martin Semmann Chris Biemann 21 0 0 10 Apr 2025
Unified Generative Search and Recommendation Teng Shi Jun Xu Xiao Zhang Xiaoxue Zang Kai Zheng Yang Song Enyun Yu 26 1 0 08 Apr 2025
Real-time Ad retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising Tongtong Liu Zhaohui Wang Meiyue Qin Zenghui Lu Xudong Chen Yuekui Yang Peng Shu 29 0 0 02 Apr 2025
IDMR: Towards Instance-Driven Precise Visual Correspondence in Multimodal Retrieval Bangwei Liu Yicheng Bao Shaohui Lin Xuhong Wang Xin Tan Y. Wang Yuan Xie Chaochao Lu 43 0 0 01 Apr 2025
Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search Yedan Shen Kaixin Wu Yuechen Ding Jingyuan Wen Hong Liu Mingjie Zhong Zhouhan Lin Jia Xu Linjian Mo RALM 63 0 0 27 Mar 2025
CtrlRAG: Black-box Adversarial Attacks Based on Masked Language Models in Retrieval-Augmented Language Generation Runqi Sui AAML 29 0 0 10 Mar 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 44 2 0 21 Feb 2025
From Principles to Applications: A Comprehensive Survey of Discrete Tokenizers in Generation, Comprehension, Recommendation, and Information Retrieval Jian Jia Jingtong Gao Ben Xue Junhao Wang Qingpeng Cai Quan Chen Xiangyu Zhao Peng Jiang Kun Gai OffRL 59 0 0 18 Feb 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM ReLM 3DV 56 6 0 24 Jan 2025
Large Language Model Can Be a Foundation for Hidden Rationale-Based Retrieval Luo Ji Feixiang Guo Teng Chen Qingqing Gu Xiaoyu Wang ... Peng Yu Yue Zhao Hongyang Lei Zhonglin Jiang Yong Chen RALM LRM 80 0 0 21 Dec 2024
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation X. Li Jiajie Jin Yujia Zhou Yongkang Wu Zhonghua Li Qi Ye Zhicheng Dou RALM LRM 92 1 0 16 Dec 2024
GLAT: The Generative AI Literacy Assessment Test Yueqiao Jin Roberto Martínez-Maldonado D. Gašević Lixiang Yan 50 1 0 01 Nov 2024
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms Ziyang Chen Xiaobin Wang Yong Jiang Jinzhi Liao Pengjun Xie Fei Huang Xiang Zhao 60 0 0 23 Oct 2024
A Survey of Conversational Search Fengran Mo Kelong Mao Ziliang Zhao Hongjin Qian Haonan Chen Yiruo Cheng X. Li Y. X. Zhu Zhicheng Dou Jian-Yun Nie KELM 24 3 0 21 Oct 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 24 18 0 23 Sep 2024
Generative Retrieval with Few-shot Indexing Arian Askari Chuan Meng Mohammad Aliannejadi Zhaochun Ren Evangelos Kanoulas Suzan Verberne RALM 41 1 0 04 Aug 2024
"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models Zhen Tan Chengshuai Zhao Raha Moraffah Yifan Li Song Wang Jundong Li Tianlong Chen Huan Liu SILM 40 16 0 26 Jun 2024
PromptDSI: Prompt-based Rehearsal-free Instance-wise Incremental Learning for Document Retrieval Tuan-Luc Huynh Thuy-Trang Vu Weiqing Wang Yinwei Wei Trung Le D. Gašević Yuan-Fang Li Thanh-Toan Do VLM CLL 27 0 0 18 Jun 2024
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval Ravisri Valluri Akash Kumar Mohankumar Kushal Dave Amit Singh Jian Jiao Manik Varma Gaurav Sinha 41 1 0 10 Jun 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 57 40 0 22 May 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding Hansi Zeng Chen Luo Hamed Zamani 32 2 0 22 Apr 2024
Source-Aware Training Enables Knowledge Attribution in Language Models Muhammad Khalifa David Wadden Emma Strubell Honglak Lee Lu Wang Iz Beltagy Hao Peng HILM 28 3 0 01 Apr 2024
Improving Attributed Text Generation of Large Language Models via Preference Learning Dongfang Li Zetian Sun Baotian Hu Zhenyu Liu Xinshuo Hu Xuebo Liu Min Zhang 34 1 0 27 Mar 2024
Attribute First, then Generate: Locally-attributable Grounded Text Generation Aviv Slobodkin Eran Hirsch Arie Cattan Tal Schuster Ido Dagan 60 20 0 25 Mar 2024
What Are Tools Anyway? A Survey from the Language Model Perspective Zhiruo Wang Zhoujun Cheng Hao Zhu Daniel Fried Graham Neubig 45 26 0 18 Mar 2024
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering Haoyu Wang Ruirui Li Haoming Jiang Jinjin Tian Zhengyang Wang Chen Luo Xianfeng Tang Monica Cheng Tuo Zhao Jing Gao RALM KELM 25 5 0 16 Feb 2024
DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning Yejie Wang Keqing He Guanting Dong Pei Wang Weihao Zeng ... Yutao Mou Mengdi Zhang Jingang Wang Xunliang Cai Weiran Xu ALM 15 8 0 14 Feb 2024
Training Language Models to Generate Text with Citations via Fine-grained Rewards Chengyu Huang Zeqiu Wu Yushi Hu Wenya Wang HILM LRM 59 25 0 06 Feb 2024
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning Zhaoxuan Tan Qingkai Zeng Yijun Tian Zheyuan Liu Bing Yin Meng-Long Jiang 98 44 0 06 Feb 2024
Generative Multi-Modal Knowledge Retrieval with Large Language Models Xinwei Long Jiali Zeng Fandong Meng Zhiyuan Ma Kaiyan Zhang Bowen Zhou Jie Zhou 29 6 0 16 Jan 2024
Efficient Continual Pre-training for Building Domain Specific Large Language Models Yong Xie Karan Aggarwal Aitzaz Ahmad CLL 24 7 0 14 Nov 2023
Knowledge Editing for Large Language Models: A Survey Song Wang Yaochen Zhu Haochen Liu Zaiyi Zheng Chen Chen Jundong Li KELM 66 118 0 24 Oct 2023
Orthogonal Subspace Learning for Language Model Continual Learning Xiao Wang Tianze Chen Qiming Ge Han Xia Rong Bao Rui Zheng Qi Zhang Tao Gui Xuanjing Huang CLL 110 85 0 22 Oct 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 135 600 0 17 Oct 2023
Untying the Reversal Curse via Bidirectional Language Model Editing Jun-Yu Ma Jia-Chen Gu Zhen-Hua Ling Quan Liu Cong Liu KELM 79 35 0 16 Oct 2023
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression Huiqiang Jiang Qianhui Wu Xufang Luo Dongsheng Li Chin-Yew Lin Yuqing Yang Lili Qiu RALM 94 179 0 10 Oct 2023
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition Guanting Dong Hongyi Yuan Keming Lu Chengpeng Li Mingfeng Xue Dayiheng Liu Wei Wang Zheng Yuan Chang Zhou Jingren Zhou LRM CLL 21 101 0 09 Oct 2023
"According to ...": Prompting Language Models Improves Quoting from Pre-Training Data Orion Weller Marc Marone Nathaniel Weir Dawn J Lawrie Daniel Khashabi Benjamin Van Durme HILM 55 44 0 22 May 2023
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems W. Yu Zhihan Zhang Meng-Long Jiang KELM 47 26 0 16 May 2023
Faithfulness-Aware Decoding Strategies for Abstractive Summarization David Wan Mengwen Liu Kathleen McKeown Markus Dreyer Mohit Bansal HILM 111 20 0 06 Mar 2023
Calibrating Factual Knowledge in Pretrained Language Models Qingxiu Dong Damai Dai Yifan Song Jingjing Xu Zhifang Sui Lei Li KELM 208 81 0 07 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 190 60 0 04 Oct 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng-Long Jiang RALM AIMat 205 318 0 21 Sep 2022