Large Language Models are Built-in Autoregressive Search Engines

16 May 2023

Papers citing "Large Language Models are Built-in Autoregressive Search Engines"

28 / 28 papers shown

Title
Lightweight and Direct Document Relevance Optimization for Generative Information Retrieval Kidist Amde Mekonnen Yubao Tang Maarten de Rijke 60 0 0 07 Apr 2025
On Synthetic Data Strategies for Domain-Specific Generative Retrieval Haoyang Wen Jiang Guo Yi Zhang Jiarong Jiang Zhilin Wang SyDa 74 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 48 0 0 23 Feb 2025
Towards a Middleware for Large Language Models Narcisa Guran Florian Knauf Man Ngo Stefan Petrescu Jan S. Rellermeyer 73 1 0 21 Nov 2024
Chaos with Keywords: Exposing Large Language Models Sycophantic Hallucination to Misleading Keywords and Evaluating Defense Strategies Aswin Rrv Nemika Tyagi Md Nayem Uddin Neeraj Varshney Chitta Baral 37 4 0 06 Jun 2024
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization Yu-Min Tseng Yu-Chao Huang Teng-Yun Hsiao Yu-Ching Hsu Chao-Wei Huang Jia-Yin Foo Yun-Nung Chen LLMAG 259 68 0 03 Jun 2024
Semantic Gesticulator: Semantics-Aware Co-Speech Gesture Synthesis Zeyi Zhang Tenglong Ao Yuyao Zhang Qingzhe Gao Chuan Lin Baoquan Chen Libin Liu SLR 29 15 0 16 May 2024
Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness Xinran Zhao Tong Chen Sihao Chen Hongming Zhang Tongshuang Wu 31 7 0 04 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
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
Retrieval-Augmented Generation: Is Dense Passage Retrieval Retrieving? Benjamin Z. Reichman Larry Heck 24 7 0 16 Feb 2024
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly Yifan Yao Jinhao Duan Kaidi Xu Yuanfang Cai Eric Sun Yue Zhang PILM ELM 39 475 0 04 Dec 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 37 11 0 08 Nov 2023
Explaining Tree Model Decisions in Natural Language for Network Intrusion Detection Noah Ziems Gang Liu John Flanagan Meng Jiang 13 8 0 30 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 24 21 0 11 Oct 2023
LawBench: Benchmarking Legal Knowledge of Large Language Models Zhiwei Fei Xiaoyu Shen D. Zhu Fengzhe Zhou Zhuo Han Songyang Zhang Kai-xiang Chen Zongwen Shen Jidong Ge ELM AILaw 31 34 0 28 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
Language to Rewards for Robotic Skill Synthesis Wenhao Yu Nimrod Gileadi Chuyuan Fu Sean Kirmani Kuang-Huei Lee ... N. Heess Dorsa Sadigh Jie Tan Yuval Tassa F. Xia LM&Ro 39 269 0 14 Jun 2023
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions W. Yu Meng Jiang Peter Clark Ashish Sabharwal 15 21 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 26 63 0 19 May 2023
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering Mingxuan Ju W. Yu Tong Zhao Chuxu Zhang Yanfang Ye 61 24 0 06 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 Jiang RALM AIMat 229 321 0 21 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 231 971 0 17 Apr 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen OOD LRM 137 37 0 01 Jan 2021
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua-Hong Wu Haifeng Wang RALM OffRL 214 594 0 16 Oct 2020