Autoregressive Search Engines: Generating Substrings as Document Identifiers

22 April 2022

Patrick Lewis

Papers citing "Autoregressive Search Engines: Generating Substrings as Document Identifiers"

50 / 94 papers shown

Title
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation J. Sun Xianrui Zhong Sizhe Zhou Jiawei Han RALM 26 0 0 12 May 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 39 0 0 24 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 36 0 0 14 Apr 2025
Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models Haotian Ye Himanshu Jain Chong You A. Suresh Haowei Lin James Zou Felix X. Yu 31 0 0 12 Apr 2025
Unified Generative Search and Recommendation Teng Shi Jun Xu Xiao Zhang Xiaoxue Zang Kai Zheng Yang Song Enyun Yu 34 1 0 08 Apr 2025
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 60 0 0 07 Apr 2025
Generative Retrieval and Alignment Model: A New Paradigm for E-commerce Retrieval Ming Pang Chunyuan Yuan Xiaoyu He Zheng Fang Donghao Xie ... Xue Jiang Changping Peng Zhangang Lin Zheng Luo Jingping Shao RALM 36 0 0 02 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 31 0 0 02 Apr 2025
Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval Enrico Palumbo Gustavo Penha Andreas Damianou José Luis Redondo García Timothy Christopher Heath Alice Wang Hugues Bouchard M. Lalmas 47 0 0 31 Mar 2025
Exploring the Effectiveness of Multi-stage Fine-tuning for Cross-encoder Re-rankers Francesca Pezzuti Sean MacAvaney Nicola Tonellotto 31 0 0 28 Mar 2025
Hierarchical corpus encoder: Fusing generative retrieval and dense indices Tongfei Chen Ankita Sharma Adam Pauls Benjamin Van Durme RALM 36 1 0 26 Feb 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Z. Wang SyDa 59 0 0 25 Feb 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines Xinwei Long Zhiyuan Ma Ermo Hua Kaiyan Zhang Biqing Qi Bowen Zhou RALM 46 0 0 23 Feb 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 48 2 0 21 Feb 2025
Chain-of-Retrieval Augmented Generation Liang Wang Haonan Chen Nan Yang Xiaolong Huang Zhicheng Dou Furu Wei RALM LRM ReLM 3DV 84 6 0 24 Jan 2025
Generative Retrieval for Book search Yubao Tang Ruqing Zhang J. Guo Maarten de Rijke Shihao Liu S. Wang Dawei Yin Xueqi Cheng RALM 31 0 0 19 Jan 2025
Hierarchical Structured Neural Network: Efficient Retrieval Scaling for Large Scale Recommendation Kaushik Rangadurai Siyang Yuan Minhui Huang Yiqun Liu Golnaz Ghasemiesfeh ... Vidhoon Viswanathan Yan Dong Liang Wang Lin Yang Chonglin Sun 43 0 0 10 Jan 2025
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 100 5 0 16 Dec 2024
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation Jinyoung Park Minseok Joo Joo-Kyung Kim H. Kim RALM 21 1 0 12 Oct 2024
ALR $^2$ : A Retrieve-then-Reason Framework for Long-context Question Answering Huayang Li Pat Verga Priyanka Sen Bowen Yang Vijay Viswanathan Patrick Lewis Taro Watanabe Yixuan Su RALM LRM 40 6 0 04 Oct 2024
T2VIndexer: A Generative Video Indexer for Efficient Text-Video Retrieval Yili Li Jing Yu Keke Gai Bang Liu Gang Xiong Qi Wu DiffM VGen 21 2 0 21 Aug 2024
A Hybrid RAG System with Comprehensive Enhancement on Complex Reasoning Ye Yuan Chengwu Liu Jingyang Yuan Gongbo Sun Siqi Li Ming Zhang LRM 29 5 0 09 Aug 2024
Generative Retrieval with Few-shot Indexing Arian Askari Chuan Meng Mohammad Aliannejadi Zhaochun Ren Evangelos Kanoulas Suzan Verberne RALM 47 2 0 04 Aug 2024
Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval Zhirui Kuai Hongxun Zhou Huimu Wang Mingming Li Dadong Miao ... Jiaxing Wang Ye Yuan Lin Liu Songlin Wang Jingwei Zhuo 24 0 0 31 Jul 2024
Generative Retrieval with Preference Optimization for E-commerce Search Mingming Li Huimu Wang Zuxu Chen Guangtao Nie Yiming Qiu Binbin Wang Guoyu Tang Lin Liu Jingwei Zhuo RALM 23 2 0 29 Jul 2024
Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation Yongqi Li Hongru Cai Wenjie Wang Leigang Qu Yinwei Wei Wenjie Li Liqiang Nie Tat-Seng Chua DiffM 32 1 0 24 Jul 2024
From RAG to RICHES: Retrieval Interlaced with Sequence Generation Palak Jain Livio Baldini Soares Tom Kwiatkowski VLM 16 4 0 29 Jun 2024
Evaluating $n$ -Gram Novelty of Language Models Using Rusty-DAWG William Merrill Noah A. Smith Yanai Elazar ELM TDI 35 9 0 18 Jun 2024
MINERS: Multilingual Language Models as Semantic Retrievers Genta Indra Winata Ruochen Zhang David Ifeoluwa Adelani RALM 39 2 0 11 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 47 1 0 10 Jun 2024
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval Junjie Zhou Zheng Liu Shitao Xiao Bo Zhao Yongping Xiong 36 20 0 06 Jun 2024
A Survey of Generative Information Retrieval Tzu-Lin Kuo Tzu-Wei Chiu Tzung-Sheng Lin Sheng-Yang Wu Chao-Wei Huang Yun-Nung Chen SyDa 75 1 0 03 Jun 2024
Bottleneck-Minimal Indexing for Generative Document Retrieval Xin Du Lixin Xiu Kumiko Tanaka-Ishii 22 2 0 12 May 2024
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization Hamed Zamani Michael Bendersky 18 23 0 05 May 2024
A Survey of Generative Search and Recommendation in the Era of Large Language Models Yongqi Li Xinyu Lin Wenjie Wang Fuli Feng Liang Pang Wenjie Li Liqiang Nie Xiangnan He Tat-Seng Chua 3DV LRM 46 7 0 25 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 67 45 0 23 Apr 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding Hansi Zeng Chen Luo Hamed Zamani 38 12 0 22 Apr 2024
De-DSI: Decentralised Differentiable Search Index Petru Neague Marcel Gregoriadis Johan Pouwelse 31 2 0 18 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 53 44 0 17 Apr 2024
Generative Retrieval as Multi-Vector Dense Retrieval Shiguang Wu Wenda Wei Mengqi Zhang Zhumin Chen Jun Ma Zhaochun Ren Maarten de Rijke Pengjie Ren 3DV 18 7 0 31 Mar 2024
Beyond Memorization: The Challenge of Random Memory Access in Language Models Tongyao Zhu Qian Liu Liang Pang Zhengbao Jiang Min-Yen Kan Min-Bin Lin KELM 24 6 0 12 Mar 2024
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language Tasks Jiafeng Guo Changjiang Zhou Ruqing Zhang Jiangui Chen Maarten de Rijke Yixing Fan Xueqi Cheng CLL 13 7 0 26 Feb 2024
Self-Retrieval: Building an Information Retrieval System with One Large Language Model Qiaoyu Tang Jiawei Chen Bowen Yu Yaojie Lu Cheng Fu ... Fei Huang Ben He Xianpei Han Le Sun Yongbin Li KELM 33 0 0 23 Feb 2024
Retrieval-Augmented Generation: Is Dense Passage Retrieval Retrieving? Benjamin Z. Reichman Larry Heck 8 2 0 16 Feb 2024
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond Yongqi Li Wenjie Wang Leigang Qu Liqiang Nie Wenjie Li Tat-Seng Chua 13 17 0 16 Feb 2024
Distillation Enhanced Generative Retrieval Yongqi Li Zhen Zhang Wenjie Wang Liqiang Nie Wenjie Li Tat-Seng Chua VLM 16 1 0 16 Feb 2024
Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search Yifei Yuan Clemencia Siro Mohammad Aliannejadi Maarten de Rijke Wai Lam 13 6 0 12 Feb 2024
CorpusLM: Towards a Unified Language Model on Corpus for Knowledge-Intensive Tasks Xiaoxi Li Zhicheng Dou Yujia Zhou Fangchao Liu RALM 25 13 0 02 Feb 2024
Generative Dense Retrieval: Memory Can Be a Burden Peiwen Yuan Xinglin Wang Shaoxiong Feng Boyuan Pan Yiwei Li Heda Wang Xupeng Miao Kan Li 11 8 0 19 Jan 2024
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP Ziyi Chen Jize Jiang Daqian Zuo Heyi Tao Jun Yang Yuxiang Wei 21 0 0 19 Dec 2023