Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2402.19473
Cited By
v1
v2
v3
v4
v5
v6 (latest)
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
Re-assign community
ArXiv (abs)
PDF
HTML
Github (295★)
Papers citing
"Retrieval-Augmented Generation for AI-Generated Content: A Survey"
50 / 198 papers shown
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
The Web Conference (WWW), 2025
Xuejiao Zhao
Siyan Liu
Su-Yin Yang
Chunyan Miao
669
16
0
06 Feb 2025
MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Qinhan Yu
Zhiyou Xiao
Binghui Li
Zhengren Wang
Chong Chen
Feiyu Xiong
RALM
VLM
900
1
0
06 Feb 2025
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models
Jiawei Liu
Zhuo Chen
Miaokun Chen
Fengchang Yu
Fan Zhang
Luyi Xing
Wei Lu
Jing Liu
AAML
SILM
580
8
0
03 Feb 2025
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2025
Yuntong Hu
Zhihan Lei
Zhongjie Dai
Allen Zhang
Abhinav Angirekula
Zheng Zhang
Liang Zhao
224
8
0
28 Jan 2025
URAG: Implementing a Unified Hybrid RAG for Precise Answers in University Admission Chatbots -- A Case Study at HCMUT
Long Nguyen
Tho Quan
227
4
0
27 Jan 2025
ListConRanker: A Contrastive Text Reranker with Listwise Encoding
Junlong Liu
Yue Ma
Ruihui Zhao
Junhao Zheng
Qianli Ma
Yangyang Kang
284
3
0
13 Jan 2025
Foundations of GenIR
Jiaxin Mao
Jingtao Zhan
Wenshu Fan
266
0
0
06 Jan 2025
Zero-Indexing Internet Search Augmented Generation for Large Language Models
Guangxin He
Zonghong Dai
Jiangcheng Zhu
Binqiang Zhao
Qicheng Hu
Chenyue Li
You Peng
Chen Wang
Binhang Yuan
366
1
0
31 Dec 2024
Large Language Model Can Be a Foundation for Hidden Rationale-Based Retrieval
European Conference on Information Retrieval (ECIR), 2024
Luo Ji
Feixiang Guo
Teng Chen
Qingqing Gu
Xiaoyu Wang
...
Peng Yu
Yue Zhao
Hongyang Lei
Zhonglin Jiang
Yong Chen
RALM
LRM
359
0
0
21 Dec 2024
In-context Continual Learning Assisted by an External Continual Learner
International Conference on Computational Linguistics (COLING), 2024
Saleh Momeni
Sahisnu Mazumder
Zixuan Ke
Bing Liu
CLL
397
3
0
20 Dec 2024
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
Aakash Mahalingam
Vinesh Kumar Gande
Vasu Sharma
Vinija Jain
Divya Chaudhary
250
1
0
19 Dec 2024
Progressive Multimodal Reasoning via Active Retrieval
Guanting Dong
Chenghao Zhang
Mengjie Deng
Yinlin Zhu
Zhicheng Dou
Ji-Rong Wen
LRM
311
28
0
19 Dec 2024
Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG Integration
International Conference on Computational Linguistics (COLING), 2024
Ramona Kühn
Jelena Mitrović
Michael Granitzer
264
1
0
18 Dec 2024
What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context for Multi-Hop QA
Zhiyuan Chang
Mingyang Li
Yang Liu
Peng Li
Yuekai Huang
Qing Wang
Yihao Huang
Yang Liu
997
3
0
17 Dec 2024
RAG-based Question Answering over Heterogeneous Data and Text
IEEE Data Engineering Bulletin (DEB), 2024
Philipp Christmann
Gerhard Weikum
LMTD
RALM
376
12
0
10 Dec 2024
Unimib Assistant: designing a student-friendly RAG-based chatbot for all their needs
Chiara Antico
Stefano Giordano
Cansu Koyuturk
D. Ognibene
279
6
0
29 Nov 2024
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models
Tian Yu
Shaolei Zhang
Yang Feng
RALM
3DV
AIFin
LRM
338
27
0
29 Nov 2024
AIDBench: A benchmark for evaluating the authorship identification capability of large language models
Zichen Wen
Dadi Guo
Huishuai Zhang
268
2
0
20 Nov 2024
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
International Conference on Learning Representations (ICLR), 2024
Yangning Li
Hai-Tao Zheng
Xinyu Wang
Yong Jiang
Zhen Zhang
...
Hui Wang
Hai-Tao Zheng
Pengjun Xie
Philip S. Yu
Fei Huang
645
53
0
05 Nov 2024
Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models
Guangzhi Xiong
Eric Xie
Amir Hassan Shariatmadari
Sikun Guo
Stefan Bekiranov
Aidong Zhang
LRM
HILM
202
20
0
04 Nov 2024
CORAG: A Cost-Constrained Retrieval Optimization System for Retrieval-Augmented Generation
Liang Luo
Haitao Yuan
Wei Dong
Gao Cong
Feifei Li
3DV
202
7
0
01 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory
Zihong He
Fan Zhang
Hao Zheng
Fan Zhang
Matt Jones
Laurence Aitchison
X. Xu
Xinyi Zheng
Miao Liu
Junxiao Shen
591
8
0
01 Nov 2024
Customized FinGPT Search Agents Using Foundation Models
International Conference on AI in Finance (ICAF), 2024
Felix Tian
Ajay Byadgi
Daniel Kim
Daochen Zha
Matt White
Kairong Xiao
Xiao-Yang Liu Yanglet
AIFin
142
6
0
20 Oct 2024
When Machine Unlearning Meets Retrieval-Augmented Generation (RAG): Keep Secret or Forget Knowledge?
IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2024
Shang Wang
Tianqing Zhu
Dayong Ye
Wanlei Zhou
MU
340
12
0
20 Oct 2024
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
International Conference on Learning Representations (ICLR), 2024
Mingyang Chen
Haoze Sun
Tianpeng Li
Fan Yang
Hao Liang
Keer Lu
Tengjiao Wang
Wentao Zhang
Guosheng Dong
Weipeng Chen
LRM
336
22
0
16 Oct 2024
Self-adaptive Multimodal Retrieval-Augmented Generation
Wenjia Zhai
VLM
191
3
0
15 Oct 2024
NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models
International Conference on Learning Representations (ICLR), 2024
Zheng Yi Ho
Yaning Tan
Sen Zhang
Yibing Zhan
Dacheng Tao
300
5
0
11 Oct 2024
LightRAG: Simple and Fast Retrieval-Augmented Generation
Zirui Guo
Lianghao Xia
Yanhua Yu
Tu Ao
Chao Huang
545
147
0
08 Oct 2024
How Much Can RAG Help the Reasoning of LLM?
Jingyu Liu
Jiaen Lin
Yong Liu
LRM
276
25
0
03 Oct 2024
Enhancing Retrieval in QA Systems with Derived Feature Association
Keyush Shah
Abhishek Goyal
Isaac Wasserman
RALM
66
0
0
02 Oct 2024
BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Kaisi Guan
Qian Cao
Yuchong Sun
Xiting Wang
Ruihua Song
208
3
0
30 Sep 2024
QAEncoder: Towards Aligned Representation Learning in Question Answering Systems
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Zhengren Wang
Qinhan Yu
Shida Wei
Zhiyu Li
Feiyu Xiong
Xiaoxing Wang
Pengnian Qi
Hao Liang
Wentao Zhang
RALM
483
4
0
30 Sep 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
International Conference on Learning Representations (ICLR), 2024
Yifei Ming
Senthil Purushwalkam
Shrey Pandit
Zixuan Ke
Xuan-Phi Nguyen
Caiming Xiong
Shafiq Joty
HILM
632
44
0
30 Sep 2024
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Zheng Wang
Zhongyang Li
Zeren Jiang
Dandan Tu
Wei Shi
226
14
0
28 Sep 2024
CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling
Jihai Zhang
Xiaoye Qu
Tong Zhu
Yu Cheng
607
17
0
28 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
Siyun Zhao
Yuqing Yang
Zilong Wang
Zhiyuan He
Luna Qiu
Lili Qiu
SyDa
RALM
3DV
322
92
0
23 Sep 2024
KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems
IEEE International Conference on Robotics and Automation (ICRA), 2024
Zixuan Wang
Bo Yu
Junzhe Zhao
Wenhao Sun
Sai Hou
Shuai Liang
Xing Hu
Yinhe Han
Yiming Gan
418
13
0
23 Sep 2024
Leveraging Retrieval Augment Approach for Multimodal Emotion Recognition Under Missing Modalities
Qi Fan
Hongyu Yuan
Haolin Zuo
Rui Liu
Guanglai Gao
100
2
0
19 Sep 2024
MoRAG -- Multi-Fusion Retrieval Augmented Generation for Human Motion
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Kalakonda Sai Shashank
Shubh Maheshwari
Ravi Kiran Sarvadevabhatla
VGen
DiffM
293
6
0
18 Sep 2024
SFR-RAG: Towards Contextually Faithful LLMs
Xuan-Phi Nguyen
Shrey Pandit
Senthil Purushwalkam
Austin Xu
Hailin Chen
Yifei Ming
Zixuan Ke
Silvio Savarese
Caiming Xong
Shafiq Joty
RALM
208
17
0
16 Sep 2024
Recent advances in deep learning and language models for studying the microbiome
Frontiers in Genetics (Front. Genet.), 2024
Binghao Yan
Yunbi Nam
Lingyao Li
Rebecca A Deek
Hongzhe Li
Siyuan Ma
209
5
0
15 Sep 2024
NLP4PBM: A Systematic Review on Process Extraction using Natural Language Processing with Rule-based, Machine and Deep Learning Methods
Enterprise Information Systems (EIS), 2024
William Van Woensel
Soroor Motie
197
4
0
10 Sep 2024
RAG based Question-Answering for Contextual Response Prediction System
Sriram Veturi
Saurabh Vaichal
Reshma Lal Jagadheesh
Nafis Irtiza Tripto
Nian Yan
RALM
206
21
0
05 Sep 2024
The Compressor-Retriever Architecture for Language Model OS
Yuan Yang
Siheng Xiong
Ehsan Shareghi
Faramarz Fekri
RALM
KELM
269
2
0
02 Sep 2024
RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance
British Machine Vision Conference (BMVC), 2024
Avideep Mukherjee
Soumya Banerjee
Piyush Rai
Vinay P. Namboodiri
DiffM
186
0
0
30 Aug 2024
MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models
AAAI Conference on Artificial Intelligence (AAAI), 2024
Yujing Wang
Hainan Zhang
Liang Pang
Liang Pang
Hongwei Zheng
Zhiming Zheng
239
7
0
30 Aug 2024
Measuring text summarization factuality using atomic facts entailment metrics in the context of retrieval augmented generation
N. E. Kriman
HILM
208
3
0
27 Aug 2024
Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Jinyang Wu
Feihu Che
Chuyuan Zhang
Mingkuan Feng
Shuai Zhang
Pengpeng Shao
Jianhua Tao
543
9
0
24 Aug 2024
Diffusion-Based Visual Art Creation: A Survey and New Perspectives
ACM Computing Surveys (ACM CSUR), 2024
Bingyuan Wang
Qifeng Chen
Zeyu Wang
360
30
0
22 Aug 2024
Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design
Nathaniel H. Park
Tiffany J. Callahan
James L. Hedrick
Tim Erdmann
Sara Capponi
AI4CE
235
2
0
21 Aug 2024
Previous
1
2
3
4
Next
