How Does Generative Retrieval Scale to Millions of Passages?

19 May 2023

Papers citing "How Does Generative Retrieval Scale to Millions of Passages?"

38 / 38 papers shown

Title
Efficient Recommendation with Millions of Items by Dynamic Pruning of Sub-Item Embeddings Aleksandr V. Petrov Craig MacDonald Nicola Tonellotto 29 0 0 01 May 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 38 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 49 0 0 31 Mar 2025
Reverse-Engineering the Retrieval Process in GenIR Models Anja Reusch Yonatan Belinkov RALM 65 0 0 25 Mar 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Zhilin Wang SyDa 71 0 0 25 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 58 2 0 21 Feb 2025
Recommendations Beyond Catalogs: Diffusion Models for Personalized Generation Gabriel Patron Zhiwei Xu Ishan Kapnadak Felipe Maia Polo DiffM 38 0 0 05 Feb 2025
Web-Scale Visual Entity Recognition: An LLM-Driven Data Approach Mathilde Caron Alireza Fathi Cordelia Schmid Ahmet Iscen 39 1 0 31 Oct 2024
Generative Retrieval with Few-shot Indexing Arian Askari Chuan Meng Mohammad Aliannejadi Zhaochun Ren Evangelos Kanoulas Suzan Verberne RALM 55 3 0 04 Aug 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 56 7 0 17 Jul 2024
From RAG to RICHES: Retrieval Interlaced with Sequence Generation Palak Jain Livio Baldini Soares Tom Kwiatkowski VLM 23 4 0 29 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 58 1 0 10 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 77 2 0 03 Jun 2024
Event GDR: Event-Centric Generative Document Retrieval Yong Guan Dingxiao Liu Jinchen Ma Hao Peng Xiaozhi Wang Lei Hou Ru Li 37 1 0 11 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 78 46 0 23 Apr 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding Hansi Zeng Chen Luo Hamed Zamani 48 12 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 39 14 0 01 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 29 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 34 6 0 12 Mar 2024
One size doesn't fit all: Predicting the Number of Examples for In-Context Learning Manish Chandra Debasis Ganguly Yiwen Li 37 3 0 11 Mar 2024
A Generative Approach for Wikipedia-Scale Visual Entity Recognition Mathilde Caron Ahmet Iscen Alireza Fathi Cordelia Schmid 34 5 0 04 Mar 2024
Retrieval-Augmented Generation: Is Dense Passage Retrieval Retrieving? Benjamin Z. Reichman Larry Heck 21 7 0 16 Feb 2024
Distillation Enhanced Generative Retrieval Yongqi Li Zhen Zhang Wenjie Wang Liqiang Nie Wenjie Li Tat-Seng Chua VLM 32 1 0 16 Feb 2024
Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models Zhibo Hu Chen Wang Yanfeng Shu Helen Paik Paik Liming Zhu SILM RALM 48 8 0 11 Feb 2024
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 28 13 0 23 Oct 2023
Language Models As Semantic Indexers Bowen Jin Hansi Zeng Guoyin Wang Xiusi Chen Tianxin Wei ... Yang Li Hanqing Lu Suhang Wang Jiawei Han Xianfeng Tang RALM 40 18 0 11 Oct 2023
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Ronak Pradeep Sahel Sharifymoghaddam Jimmy Lin ALM 35 36 0 26 Sep 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 57 286 0 14 Aug 2023
LeanDojo: Theorem Proving with Retrieval-Augmented Language Models Kaiyu Yang Aidan M. Swope Alex Gu Rahul Chalamala Peiyang Song Shixing Yu Saad Godil R. Prenger Anima Anandkumar RALM 19 208 0 27 Jun 2023
Learning to Rank in Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li RALM 25 37 0 27 Jun 2023
Exploring the Practicality of Generative Retrieval on Dynamic Corpora Soyoung Yoon Chaeeun Kim Hyunji Lee Joel Jang Sohee Yang Minjoon Seo 21 3 0 27 May 2023
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems W. Yu Zhihan Zhang Meng Jiang KELM 64 40 0 16 May 2023
NevIR: Negation in Neural Information Retrieval Orion Weller Dawn J Lawrie Benjamin Van Durme MU 61 18 0 12 May 2023
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 32 39 0 19 Dec 2022
Overview of the TREC 2020 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos 54 368 0 15 Feb 2021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models Ronak Pradeep Rodrigo Nogueira Jimmy J. Lin MoE 59 166 0 14 Jan 2021
Overview of the TREC 2019 deep learning track Nick Craswell Bhaskar Mitra Emine Yilmaz Daniel Fernando Campos E. Voorhees 180 465 0 17 Mar 2020