CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks

International Conference on Information and Knowledge Management (CIKM), 2022

16 August 2022

Papers citing "CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks"

37 / 37 papers shown

Title
DiffuGR: Generative Document Retrieval with Diffusion Language Models Xinpeng Zhao Yukun Zhao Zhenyang Li M. Zhang M. Zhang ... Zhumin Chen Shuaiqiang Wang Zhaochun Ren D. Yin Xin Xin DiffM 199 0 0 11 Nov 2025
QUESTER: Query Specification for Generative Retrieval Arthur Satouf Yuxuan Zong Habiboulaye Amadou Boubacar Pablo Piantanida Benjamin Piwowarski RALM 221 0 0 07 Nov 2025
C2T-ID: Converting Semantic Codebooks to Textual Document Identifiers for Generative Search Yingchen Zhang Ruqing Zhang Jiafeng Guo W. Peng Sen Li Fuyu Lv Xueqi Cheng 60 0 0 22 Oct 2025
Retrieval-in-the-Chain: Bootstrapping Large Language Models for Generative Retrieval Yingchen Zhang Ruqing Zhang Jiafeng Guo W. Peng Sen Li Fuyu Lv LRM 160 0 0 15 Oct 2025
ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval Weiwei Sun Keyi Kong Xinyu Ma Shuaiqiang Wang Dawei Yin Maarten de Rijke Zhaochun Ren Yiming Yang 114 0 0 12 Oct 2025
A Generative Framework for Personalized Sticker Retrieval Changjiang Zhou Ruqing Zhang Jiafeng Guo Yu Liu Fan Zhang Ganyuan Luo Xueqi Cheng 145 0 0 22 Sep 2025
Replication and Exploration of Generative Retrieval over Dynamic CorporaAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Zhen Zhang Xinyu Ma Weiwei Sun Sudipta Singha Roy Ziyang Chen Shuaiqiang Wang D. Yin Maarten de Rijke Zhaochun Ren 307 2 0 24 Apr 2025
Constrained Auto-Regressive Decoding Constrains Generative RetrievalAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Shiguang Wu Zhaochun Ren Xin Xin Jiyuan Yang Hao Fei Zhongfu Chen Maarten de Rijke Sudipta Singha Roy RALM 183 0 0 14 Apr 2025
Lightweight and Direct Document Relevance Optimization for Generative Information RetrievalAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 295 2 0 07 Apr 2025
Alleviating LLM-based Generative Retrieval Hallucination in Alipay SearchAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025 Yedan Shen Hai Ye Yuechen Ding Jingyuan Wen Hong Liu Mingjie Zhong Zhouhan Lin Jia Xu Linjian Mo RALM 366 1 0 27 Mar 2025
On Synthetic Data Strategies for Domain-Specific Generative RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Liang Luo SyDa 270 3 0 25 Feb 2025
Generative Retrieval for Book searchKnowledge Discovery and Data Mining (KDD), 2025 Yubao Tang Ruqing Zhang Jiafeng Guo Maarten de Rijke Shihao Liu Shuaiqiang Wang Dawei Yin Xueqi Cheng RALM 294 3 0 19 Jan 2025
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Xiaochen Li Jiajie Jin Yujia Zhou Yongkang Wu Zhonghua Li Qi Ye Zhicheng Dou RALM LRM 372 18 0 16 Dec 2024
Claim Verification in the Age of Large Language Models: A Survey A. Dmonte Roland Oruche Marcos Zampieri Prasad Calyam Isabelle Augenstein 545 18 0 26 Aug 2024
Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective Yu-An Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 356 20 0 09 Jul 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 215 3 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 317 4 0 03 Jun 2024
Semantic Gesticulator: Semantics-Aware Co-Speech Gesture SynthesisACM Transactions on Graphics (TOG), 2024 Zeyi Zhang Tenglong Ao Yuyao Zhang Qingzhe Gao Chuan Lin Baoquan Chen Libin Liu SLR 203 30 0 16 May 2024
Bottleneck-Minimal Indexing for Generative Document Retrieval Xin Du Lixin Xiu Kumiko Tanaka-Ishii 216 2 0 12 May 2024
A Survey of Generative Search and Recommendation in the Era of Large Language Models Chak Tou Leong Xinyu Lin Wenjie Wang Fuli Feng Liang Pang Wenjie Li Liqiang Nie Xiangnan He Tat-Seng Chua 3DV LRM 228 17 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 522 125 0 23 Apr 2024
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding Hansi Zeng Chen Luo Hamed Zamani 237 27 0 22 Apr 2024
De-DSI: Decentralised Differentiable Search Index Petru Neague Marcel Gregoriadis Johan Pouwelse 279 3 0 18 Apr 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 172 10 0 26 Feb 2024
Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search Yifei Yuan Clemencia Siro Mohammad Aliannejadi Maarten de Rijke Wai Lam 122 14 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 175 25 0 02 Feb 2024
Generative Multi-Modal Knowledge Retrieval with Large Language ModelsAAAI Conference on Artificial Intelligence (AAAI), 2024 Xinwei Long Jiali Zeng Fandong Meng Zhiyuan Ma Kaiyan Zhang Bowen Zhou Jie Zhou 206 33 0 16 Jan 2024
Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP Ziyi Chen Jize Jiang Daqian Zuo Heyi Tao Jun Yang Yuxiang Wei 352 0 0 19 Dec 2023
RIGHT: Retrieval-augmented Generation for Mainstream Hashtag RecommendationEuropean Conference on Information Retrieval (ECIR), 2023 Run-Ze Fan Yixing Fan Jiangui Chen Jiafeng Guo Ruqing Zhang Xueqi Cheng 204 9 0 16 Dec 2023
GLEN: Generative Retrieval via Lexical Index LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sunkyung Lee Minjin Choi Jongwuk Lee RALM 144 16 0 06 Nov 2023
From Relevance to Utility: Evidence Retrieval with Feedback for Fact VerificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hengran Zhang Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng 136 18 0 18 Oct 2023
Continual Learning for Generative Retrieval over Dynamic CorporaInternational Conference on Information and Knowledge Management (CIKM), 2023 Jiangui Chen Ruqing Zhang Jiafeng Guo Maarten de Rijke Wei Chen Yixing Fan Xueqi Cheng 155 51 0 29 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
Improving Multitask Retrieval by Promoting Task SpecializationTransactions of the Association for Computational Linguistics (TACL), 2023 Wenzheng Zhang Chenyan Xiong K. Stratos Arnold Overwijk LRM 250 2 0 01 Jul 2023
On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective Yuansan Liu Ruqing Zhang Jiafeng Guo Wei Chen Xueqi Cheng 152 14 0 22 Jun 2023
Exploring the Practicality of Generative Retrieval on Dynamic CorporaConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Soyoung Yoon Chaeeun Kim Hyunji Lee Joel Jang Sohee Yang Minjoon Seo 262 6 0 27 May 2023
Data-Efficient Autoregressive Document Retrieval for Fact Verification James Thorne RALM 128 7 0 17 Nov 2022