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Retrieval-Augmented Generation for AI-Generated Content: A Survey
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Retrieval-Augmented Generation for AI-Generated Content: A Survey

29 February 2024
Penghao Zhao
Hailin Zhang
Qinhan Yu
Zhengren Wang
Yunteng Geng
Fangcheng Fu
Ling Yang
Wentao Zhang
Jie Jiang
Tengjiao Wang
    3DV
ArXiv (abs)PDFHTMLGithub (295★)

Papers citing "Retrieval-Augmented Generation for AI-Generated Content: A Survey"

50 / 198 papers shown
Reasoning with RAGged events: RAG-Enhanced Event Knowledge Base Construction and reasoning with proof-assistants
Reasoning with RAGged events: RAG-Enhanced Event Knowledge Base Construction and reasoning with proof-assistants
Stergios Chatzikyriakidis
265
1
0
08 Jun 2025
MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks
MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks
Sanjoy Chowdhury
Mohamed Elmoghany
Yohan Abeysinghe
Mahmoud Ahmed
Sayan Nag
Salman Khan
Mohamed Elhoseiny
Dinesh Manocha
361
5
0
08 Jun 2025
On the Merits of LLM-Based Corpus Enrichment
On the Merits of LLM-Based Corpus Enrichment
Gal Zur
Tommy Mordo
Moshe Tennenholtz
Oren Kurland
190
0
0
06 Jun 2025
Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework
Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports From Scratch with Agentic Framework
Zhaorui Yang
Bo Pan
Han Wang
Yiyao Wang
Xingyu Liu
...
Bo Zhang
Wei Chen
Minfeng Zhu
Bo Zhang
Wei Chen
336
5
0
03 Jun 2025
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning
Vasilije Markovic
Lazar Obradovic
Laszlo Hajdu
Jovan Pavlovic
190
4
0
30 May 2025
MIR: Methodology Inspiration Retrieval for Scientific Research Problems
MIR: Methodology Inspiration Retrieval for Scientific Research ProblemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Aniketh Garikaparthi
Manasi Patwardhan
Aditya Sanjiv Kanade
Aman Hassan
Lovekesh Vig
Arman Cohan
OffRLRALMLRM
160
1
0
30 May 2025
MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models
MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models
Zhiyu Li
Chenyang Xi
Ding Chen
Shichao Song
Simin Niu
...
Qingchen Yu
Bo Tang
Hongkang Yang
Zhi-hai Xu
Feiyu Xiong
RALM
319
14
0
28 May 2025
WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language Models
WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Yongan Yu
Qingchen Hu
Xianda Du
Jiayin Wang
Fengran Mo
Renee Sieber
294
0
0
26 May 2025
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
Shuang Sun
Huatong Song
Yuhao Wang
Ruiyang Ren
Jinhao Jiang
...
Wayne Xin Zhao
Zheng Liu
Lei Fang
Zhongyuan Wang
Ji-Rong Wen
LRM
358
37
0
22 May 2025
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation
HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Jinyu Guo
Xunlei Chen
Qiyang Xia
Zhaokun Wang
Jie Ou
Libo Qin
Shunyu Yao
Wenhong Tian
521
2
0
22 May 2025
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
InfoDeepSeek: Benchmarking Agentic Information Seeking for Retrieval-Augmented Generation
Yunjia Xi
Jianghao Lin
Menghui Zhu
Yongzhao Xiao
Zhuoying Ou
...
Weiwen Liu
Yasheng Wang
Ruiming Tang
Weinan Zhang
Yong Yu
355
7
0
21 May 2025
TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning
TemplateRL: Structured Template-Guided Reinforcement Learning for LLM Reasoning
Jinyang Wu
Chonghua Liao
Mingkuan Feng
Shuai Zhang
Zhengqi Wen
Pengpeng Shao
Huazhe Xu
Jianhua Tao
Jianhua Tao
OffRLLRM
547
13
0
21 May 2025
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries
Yuhao Wang
Wenjie Qu
Shengfang Zhai
Zichen Liu
Zichen Liu
Shengfang Zhai
Yinpeng Dong
Jiaheng Zhang
SILM
241
3
0
21 May 2025
StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization
StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization
Ziliang Wang
Xuhui Zheng
Kang An
Cijun Ouyang
Jialu Cai
Yuhang Wang
Yichao Wu
LRM
369
21
0
21 May 2025
Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive Retrieval
Cross-Domain Diffusion with Progressive Alignment for Efficient Adaptive RetrievalIEEE Transactions on Image Processing (IEEE TIP), 2025
Junyu Luo
Yusheng Zhao
Xiao Luo
Zhiping Xiao
Wei Ju
Li Shen
Dacheng Tao
Ming Zhang
DiffM
359
3
0
20 May 2025
OPA-Pack: Object-Property-Aware Robotic Bin Packing
OPA-Pack: Object-Property-Aware Robotic Bin Packing
Jia-Hui Pan
Yeok Tatt Cheah
Zhengzhe Liu
Ka-Hei Hui
Xiaojie Gao
Pheng-Ann Heng
Yao Xiao
Chi-Wing Fu
294
0
0
19 May 2025
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
Jikai Wang
Zhenxu Tian
Jilong Li
Qingrong Xia
Xinyu Duan
Zhefeng Wang
Baoxing Huai
Min Zhang
284
3
0
19 May 2025
Neuro-Symbolic Query Compiler
Neuro-Symbolic Query CompilerAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Yuyao Zhang
Zhicheng Dou
Xiaoxi Li
Jiajie Jin
Yongkang Wu
Zhonghua Li
Qi Ye
Ji-Rong Wen
NAI
328
1
0
17 May 2025
Telco-oRAG: Optimizing Retrieval-augmented Generation for Telecom Queries via Hybrid Retrieval and Neural Routing
Telco-oRAG: Optimizing Retrieval-augmented Generation for Telecom Queries via Hybrid Retrieval and Neural RoutingIEEE Journal on Selected Areas in Communications (JSAC), 2025
Andrei-Laurentiu Bornea
Fadhel Ayed
Antonio De Domenico
Nicola Piovesan
Tareq Si Salem
Ali Maatouk
246
2
0
17 May 2025
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache
Qiuyu Zhu
Liang Zhang
Qianxiong Xu
Cheng Long
Jie Zhang
342
1
0
16 May 2025
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems
Zhiyuan Chang
Mingyang Li
Xiaojun Jia
Peng Li
Yuekai Huang
Ziyou Jiang
Zichen Liu
Qing Wang
AAML
448
3
0
15 May 2025
Securing RAG: A Risk Assessment and Mitigation Framework
Securing RAG: A Risk Assessment and Mitigation FrameworkSwiss Conference on Data Science (SDS), 2025
Lukas Ammann
Sara Ott
Christoph R. Landolt
Marco P. Lehmann
SILM
365
6
0
13 May 2025
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers
Aiyao He
Sijia Cui
Shuai Xu
Yanna Wang
Bo Xu
321
0
0
13 May 2025
Aitomia: Your Intelligent Assistant for AI-Driven Atomistic and Quantum Chemical Simulations
Aitomia: Your Intelligent Assistant for AI-Driven Atomistic and Quantum Chemical Simulations
Jinming Hu
Hassan Nawaz
Yuting Rui
Lijie Chi
Arif Ullah
Pavlo O. Dral
333
4
0
13 May 2025
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding
Shuai Wang
Ivona Najdenkoska
Hongyi Zhu
Stevan Rudinac
Monika Kackovic
Nachoem Wijnberg
M. Worring
613
3
0
09 May 2025
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes
Fine-Tuning Large Language Models and Evaluating Retrieval Methods for Improved Question Answering on Building Codes
Mohammad Aqib
Mohd Hamza
Qipei Mei
Ying Hei Chui
RALMELM
275
2
0
07 May 2025
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward PassAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Bowen Zhang
Zixin Song
Chunping Li
219
2
0
01 May 2025
WebThinker: Empowering Large Reasoning Models with Deep Research Capability
WebThinker: Empowering Large Reasoning Models with Deep Research Capability
Xiaochen Li
Jiajie Jin
Guanting Dong
Hongjin Qian
Yutao Zhu
Yongkang Wu
Ji-Rong Wen
Zhicheng Dou
LLMAGLRM
499
152
0
30 Apr 2025
MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation
MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation EvaluationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Chanhee Park
Hyeonseok Moon
Chanjun Park
Heuiseok Lim
RALM
314
5
0
23 Apr 2025
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey
Retrieval Augmented Generation Evaluation in the Era of Large Language Models: A Comprehensive Survey
Aoran Gan
Hao Yu
Kai Zhang
Qi Liu
Wenyu Yan
Zhenya Huang
Shiwei Tong
Guoping Hu
RALM3DV
323
15
0
21 Apr 2025
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
Feiyang Li
Peng Fang
Zhan Shi
Arijit Khan
Fang Wang
Weihao Wang
Xin Zhang
Xin Zhang
ReLMLRM
502
5
0
18 Apr 2025
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes
Tianyang Xu
Haojie Zheng
Chengze Li
Zeyang Zhang
Yixin Liu
Ruoxi Chen
Lichao Sun
221
9
0
15 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts
Affordable AI Assistants with Knowledge Graph of Thoughts
Maciej Besta
Lorenzo Paleari
Jia Hao Andrea Jiang
Robert Gerstenberger
You Wu
...
Torsten Hoefler
Grzegorz Kwa'sniewski
Marcin Copik
H. Niewiadomski
Torsten Hoefler
LLMAGRALM
1.3K
3
0
03 Apr 2025
RARE: Retrieval-Augmented Reasoning Modeling
RARE: Retrieval-Augmented Reasoning Modeling
Zhengren Wang
Jiayang Yu
Dongsheng Ma
Zhe Chen
Yu Wang
...
Feiyu Xiong
Yanfeng Wang
Weinan E
Linpeng Tang
Feiyu Xiong
RALMLRM
404
5
0
30 Mar 2025
GateLens: A Reasoning-Enhanced LLM Agent for Automotive Software Release Analytics
GateLens: A Reasoning-Enhanced LLM Agent for Automotive Software Release Analytics
Arsham Gholamzadeh Khoee
Shuai Wang
Yinan Yu
R. Feldt
Dhasarathy Parthasarathy
270
2
0
27 Mar 2025
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond
Xiaoye Qu
Yafu Li
Zhaochen Su
Weigao Sun
Jianhao Yan
...
Chaochao Lu
Yue Zhang
Xian-Sheng Hua
Bowen Zhou
Yu Cheng
ReLMOffRLLRM
654
101
0
27 Mar 2025
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
Retrieval Augmented Generation and Understanding in Vision: A Survey and New Outlook
Xu Zheng
Ziqiao Weng
Yuanhuiyi Lyu
Lutao Jiang
Haiwei Xue
Bin Ren
Danda Pani Paudel
Andrii Zadaianchuk
Luc Van Gool
Xuming Hu
3DV
372
25
0
23 Mar 2025
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAGNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Pingyu Wu
Daiheng Gao
Jing Tang
Huimin Chen
Wenbo Zhou
Weinan Zhang
Nenghai Yu
214
1
0
17 Mar 2025
A Survey on Transformer Context Extension: Approaches and Evaluation
A Survey on Transformer Context Extension: Approaches and Evaluation
Yijun Liu
Jinzheng Yu
Yang Xu
Zhongyang Li
Qingfu Zhu
LLMAG
500
11
0
17 Mar 2025
Agentic Search Engine for Real-Time IoT Data
Agentic Search Engine for Real-Time IoT Data
Abdelrahman Elewah
Khalid Elgazzar
244
3
0
15 Mar 2025
Memory-enhanced Retrieval Augmentation for Long Video Understanding
Memory-enhanced Retrieval Augmentation for Long Video Understanding
Huaying Yuan
Zhengyang Liang
Minhao Qin
Hongjin Qian
Yan Shu
Zhicheng Dou
Ji-Rong Wen
Andrii Zadaianchuk
VOSRALMVLM
340
9
0
12 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation
A Survey on Knowledge-Oriented Retrieval-Augmented Generation
Mingyue Cheng
Yucong Luo
Jie Ouyang
Qiang Liu
Huijie Liu
...
Bohou Zhang
Jiawei Cao
Jie Ma
Daoyu Wang
Tong Xu
3DV
367
35
0
11 Mar 2025
Queueing, Predictions, and LLMs: Challenges and Open Problems
Michael Mitzenmacher
Rana Shahout
AI4TSLRM
211
4
0
10 Mar 2025
In-depth Analysis of Graph-based RAG in a Unified Framework
Yingli Zhou
Yaodong Su
Youran Sun
Shu Wang
Taotao Wang
...
Yongwei Zhang
Sicong Liang
Xilin Liu
Yuchi Ma
Yixiang Fang
300
21
0
06 Mar 2025
Talking like Piping and Instrumentation Diagrams (P&IDs)
Talking like Piping and Instrumentation Diagrams (P&IDs)
Achmad Anggawirya Alimin
Dominik P. Goldstein
Lukas Schulze Balhorn
Artur M. Schweidtmann
AI4CE
137
4
0
26 Feb 2025
MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly Detection
MMAD: A Comprehensive Benchmark for Multimodal Large Language Models in Industrial Anomaly DetectionInternational Conference on Learning Representations (ICLR), 2024
Xi Jiang
Jian Li
Hanqiu Deng
Wenshu Fan
Bin-Bin Gao
Yifeng Zhou
Jialin Li
Chengjie Wang
Feng Zheng
402
0
0
24 Feb 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Hao Liu
Zhengren Wang
Xi Chen
Zhiyu Li
Feiyu Xiong
Qinhan Yu
Feiyu Xiong
LRM
504
17
0
18 Feb 2025
CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models
CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025
Yifan Zhang
Xue Yang
293
3
0
17 Feb 2025
QuOTE: Question-Oriented Text Embeddings
QuOTE: Question-Oriented Text Embeddings
Andrew Neeser
Kaylen Latimer
Aadyant Khatri
Chris Latimer
Naren Ramakrishnan
RALM
224
1
0
16 Feb 2025
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates
L. Yang
Zhaochen Yu
Tengjiao Wang
Mengdi Wang
ReLMLRMAI4CE
580
43
0
10 Feb 2025
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