Autoregressive Search Engines: Generating Substrings as Document Identifiers

22 April 2022

Patrick Lewis

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

44 / 94 papers shown

Title
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models Wei-Cheng Chang Jyun-Yu Jiang Jiong Zhang Mutasem Al-Darabsah C. Teo Cho-Jui Hsieh Hsiang-Fu Yu S. Vishwanathan RALM 16 2 0 05 Dec 2023
Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering Inderjeet Nair Shwetha Somasundaram Apoorv Saxena Koustava Goswami RALM 29 7 0 22 Nov 2023
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Zhangyin Feng Weitao Ma Weijiang Yu Lei Huang Haotian Wang Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu KELM 21 34 0 10 Nov 2023
Evaluating Generative Ad Hoc Information Retrieval Lukas Gienapp Harrisen Scells Niklas Deckers Janek Bevendorff Shuai Wang ... Maik Frobe Guide Zucoon Benno Stein Matthias Hagen Martin Potthast RALM 30 11 0 08 Nov 2023
Detrimental Contexts in Open-Domain Question Answering Philhoon Oh James Thorne 9 1 0 27 Oct 2023
1-PAGER: One Pass Answer Generation and Evidence Retrieval Palak Jain Livio Baldini Soares Tom Kwiatkowski RALM 20 6 0 25 Oct 2023
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval Ramnath Kumar Anshul Mittal Nilesh Gupta Aditya Kusupati Inderjit Dhillon Prateek Jain 17 0 0 13 Oct 2023
Context Aware Query Rewriting for Text Rankers using LLM Abhijit Anand Venktesh V Vinay Setty Avishek Anand 19 15 0 31 Aug 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 44 281 0 14 Aug 2023
Improving Multitask Retrieval by Promoting Task Specialization Wenzheng Zhang Chenyan Xiong K. Stratos Arnold Overwijk LRM 11 2 0 01 Jul 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 12 205 0 27 Jun 2023
Learning to Rank in Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li RALM 14 37 0 27 Jun 2023
On the Robustness of Generative Retrieval Models: An Out-of-Distribution Perspective Yuansan Liu Ruqing Zhang J. Guo Wei-Neng Chen Xueqi Cheng 14 11 0 22 Jun 2023
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking Jiaqi Bai Hongcheng Guo Jiaheng Liu Jian Yang Xinnian Liang Zhao Yan Zhoujun Li RALM 19 14 0 29 May 2023
Exploring the Practicality of Generative Retrieval on Dynamic Corpora Soyoung Yoon Chaeeun Kim Hyunji Lee Joel Jang Sohee Yang Minjoon Seo 11 3 0 27 May 2023
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering Yung-Sung Chuang Wei Fang Shang-Wen Li Wen-tau Yih James R. Glass LRM 22 12 0 26 May 2023
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering Cunxiang Wang Hao Yu Yue Zhang 14 9 0 26 May 2023
Multiview Identifiers Enhanced Generative Retrieval Yongqing Li Nan Yang Liang Wang Furu Wei Wenjie Li 8 19 0 26 May 2023
BM25 Query Augmentation Learned End-to-End Xiaoyin Chen Sam Wiseman 14 0 0 23 May 2023
How Does Generative Retrieval Scale to Millions of Passages? Ronak Pradeep Kai Hui Jai Gupta Á. Lelkes Honglei Zhuang Jimmy J. Lin Donald Metzler Vinh Q. Tran RALM 16 62 0 19 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 45 28 0 17 May 2023
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems W. Yu Zhihan Zhang Meng-Long Jiang KELM 62 39 0 16 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 55 5 0 12 May 2023
IRGen: Generative Modeling for Image Retrieval Yidan Zhang Ting Zhang Dong Chen Yujing Wang Qi Chen ... Qi Zhang Fan Yang Mao Yang Q. Liao B. Guo 3DV VLM 31 14 0 17 Mar 2023
Precise Zero-Shot Dense Retrieval without Relevance Labels Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan RALM 22 277 0 20 Dec 2022
What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary Ori Ram L. Bezalel Adi Zicher Yonatan Belinkov Jonathan Berant Amir Globerson 28 34 0 20 Dec 2022
The Infinite Index: Information Retrieval on Generative Text-To-Image Models Niklas Deckers Maik Frobe Johannes Kiesel G. Pandolfo Christopher Schröder Benno Stein Martin Potthast DiffM 27 16 0 14 Dec 2022
Data-Efficient Autoregressive Document Retrieval for Fact Verification James Thorne RALM 23 7 0 17 Nov 2022
Query Expansion Using Contextual Clue Sampling with Language Models Linqing Liu Minghan Li Jimmy J. Lin Sebastian Riedel Pontus Stenetorp 30 10 0 13 Oct 2022
Nonparametric Decoding for Generative Retrieval Hyunji Lee Jaeyoung Kim Hoyeon Chang Hanseok Oh Sohee Yang Vladimir Karpukhin Yi Lu Minjoon Seo RALM 16 5 0 05 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 192 60 0 04 Oct 2022
FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 24 76 0 28 Sep 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 221 318 0 21 Sep 2022
CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks Jiangui Chen Ruqing Zhang J. Guo Y. Liu Yixing Fan Xueqi Cheng RALM 22 59 0 16 Aug 2022
Re2G: Retrieve, Rerank, Generate Michael R. Glass Gaetano Rossiello Md. Faisal Mahbub Chowdhury Ankita Rajaram Naik Pengshan Cai A. Gliozzo RALM 14 78 0 13 Jul 2022
Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling Sebastian Hofstatter Jiecao Chen K. Raman Hamed Zamani RALM 15 11 0 07 Jul 2022
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation Shengyao Zhuang Houxing Ren Linjun Shou Jian Pei Ming Gong Guido Zuccon Daxin Jiang 19 64 0 21 Jun 2022
KGI: An Integrated Framework for Knowledge Intensive Language Tasks Md. Faisal Mahbub Chowdhury Michael R. Glass Gaetano Rossiello A. Gliozzo Nandana Mihindukulasooriya RALM 16 5 0 08 Apr 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape Omar Khattab Christopher Potts Matei A. Zaharia Christopher D. Manning RALM 67 42 0 14 Oct 2021
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval Thibault Formal Carlos Lassance Benjamin Piwowarski S. Clinchant 194 184 0 21 Sep 2021
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 233 278 0 15 Jul 2021
Multi-task Retrieval for Knowledge-Intensive Tasks Jean Maillard Vladimir Karpukhin Fabio Petroni Wen-tau Yih Barlas Oğuz Veselin Stoyanov Gargi Ghosh 202 64 0 01 Jan 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 404 2,576 0 03 Sep 2019