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

29 February 2024

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

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Title
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 26 0 0 13 May 2025
TUMS: Enhancing Tool-use Abilities of LLMs with Multi-structure Handlers Aiyao He Sijia Cui Shuai Xu Yanna Wang Bo Xu 39 0 0 13 May 2025
ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding Shuai Wang Ivona Najdenkoska Hongyi Zhu S. Rudinac Monika Kackovic N. Wijnberg M. Worring 180 0 0 09 May 2025
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 RALM ELM 50 0 0 07 May 2025
WebThinker: Empowering Large Reasoning Models with Deep Research Capability X. Li Jiajie Jin Guanting Dong Hongjin Qian Yutao Zhu Yongkang Wu Ji-Rong Wen Zhicheng Dou LLMAG LRM 93 1 0 30 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Jón Gunnar Hannesson Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 142 0 0 03 Apr 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Q. Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 68 3 0 11 Mar 2025
HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation Hao Liu Zhengren Wang Xi Chen Z. Li Feiyu Xiong Qinhan Yu W. Zhang LRM 51 3 0 18 Feb 2025
ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates L. Yang Zhaochen Yu Bin Cui Mengdi Wang ReLM LRM AI4CE 96 10 0 10 Feb 2025
MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot Xuejiao Zhao Siyan Liu Su-Yin Yang C. Miao 118 4 0 06 Feb 2025
Topic-FlipRAG: Topic-Orientated Adversarial Opinion Manipulation Attacks to Retrieval-Augmented Generation Models Y. Gong Zhuo Chen Miaokun Chen Fengchang Yu Wei-Tsung Lu XiaoFeng Wang Xiaozhong Liu J. Liu AAML SILM 58 0 0 03 Feb 2025
Large Language Model Can Be a Foundation for Hidden Rationale-Based Retrieval Luo Ji Feixiang Guo Teng Chen Qingqing Gu Xiaoyu Wang ... Peng Yu Yue Zhao Hongyang Lei Zhonglin Jiang Yong Chen RALM LRM 96 0 0 21 Dec 2024
What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context Zhiyuan Chang Mingyang Li Xiaojun Jia Junjie Wang Yuekai Huang Qing Wang Yihao Huang Yang Liu 135 0 0 17 Dec 2024
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent Yangning Li Yinghui Li Xinyu Wang Yong-feng Jiang Zhen Zhang ... Hui Wang Hai-Tao Zheng Pengjun Xie Philip S. Yu Fei Huang 62 15 0 05 Nov 2024
Human-inspired Perspectives: A Survey on AI Long-term Memory Zihong He Weizhe Lin Hao Zheng Fan Zhang Matt Jones Laurence Aitchison X. Xu Miao Liu Per Ola Kristensson Junxiao Shen 77 2 0 01 Nov 2024
Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning Mingyang Chen Haoze Sun Tianpeng Li Fan Yang Hao Liang Keer Lu Bin Cui Wentao Zhang Zenan Zhou Weipeng Chen LRM 44 5 0 16 Oct 2024
Self-adaptive Multimodal Retrieval-Augmented Generation Wenjia Zhai VLM 34 0 0 15 Oct 2024
LightRAG: Simple and Fast Retrieval-Augmented Generation Zirui Guo Lianghao Xia Yanhua Yu Tu Ao Chao Huang 52 12 0 08 Oct 2024
QAEncoder: Towards Aligned Representation Learning in Question Answering System Zhengren Wang Qinhan Yu Shida Wei Zhiyu Li Feiyu Xiong Xiaoxing Wang Simin Niu Hao Liang Wentao Zhang RALM 25 1 0 30 Sep 2024
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" Yifei Ming Senthil Purushwalkam Shrey Pandit Zixuan Ke Xuan-Phi Nguyen Caiming Xiong Shafiq R. Joty HILM 110 16 0 30 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 39 33 0 23 Sep 2024
KARMA: Augmenting Embodied AI Agents with Long-and-short Term Memory Systems Zixuan Wang Bo Yu Junzhe Zhao Wenhao Sun Sai Hou Shuai Liang Xing Hu Yinhe Han Yiming Gan 44 1 0 23 Sep 2024
The Compressor-Retriever Architecture for Language Model OS Yuan Yang Siheng Xiong Ehsan Shareghi Faramarz Fekri RALM KELM 30 1 0 02 Sep 2024
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval Hongming Tan Shaoxiong Zhan Hai Lin Hai-Tao Zheng Wai Kin Chan RALM 48 1 0 29 Jul 2024
A Text-to-Game Engine for UGC-Based Role-Playing Games Lei Zhang Xuezheng Peng Shuyi Yang Feiyang Wang 35 1 0 11 Jul 2024
CoIR: A Comprehensive Benchmark for Code Information Retrieval Models Xiangyang Li Kuicai Dong Yi Quan Lee Wei Xia Yichun Yin Xinyi Dai Yasheng Wang Ruiming Tang 57 15 0 03 Jul 2024
Evaluation of Retrieval-Augmented Generation: A Survey Hao Yu Aoran Gan Kai Zhang Shiwei Tong Qi Liu Zhaofeng Liu 3DV 57 79 0 13 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 38 182 0 10 May 2024
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers Kunal Sawarkar Abhilasha Mangal Shivam Raj Solanki 44 43 0 22 Mar 2024
Dynamic Contexts for Generating Suggestion Questions in RAG Based Conversational Systems Anuja Tayal Aman Tyagi 61 7 0 18 Mar 2024
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design Wenqi Jiang Shuai Zhang Boran Han Jie Wang Bernie Wang Tim Kraska 3DV 90 24 0 08 Mar 2024
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation Zihao Wang Anji Liu Haowei Lin Jiaqi Li Xiaojian Ma Yitao Liang ReLM RALM LRM 85 47 0 08 Mar 2024
Benchmarking Retrieval-Augmented Generation for Medicine Guangzhi Xiong Qiao Jin Zhiyong Lu Aidong Zhang RALM 75 150 0 20 Feb 2024
What Evidence Do Language Models Find Convincing? Alexander Wan Eric Wallace Dan Klein 199 28 0 19 Feb 2024
In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss Yuri Kuratov Aydar Bulatov Petr Anokhin Dmitry Sorokin Artyom Sorokin Mikhail Burtsev RALM 117 33 0 16 Feb 2024
Retrieve Only When It Needs: Adaptive Retrieval Augmentation for Hallucination Mitigation in Large Language Models Hanxing Ding Liang Pang Zihao Wei Huawei Shen Xueqi Cheng HILM RALM 67 15 0 16 Feb 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Xiaoxin He Yijun Tian Yifei Sun Nitesh V. Chawla T. Laurent Yann LeCun Xavier Bresson Bryan Hooi RALM 104 68 0 12 Feb 2024
LESS: Selecting Influential Data for Targeted Instruction Tuning Mengzhou Xia Sadhika Malladi Suchin Gururangan Sanjeev Arora Danqi Chen 80 185 0 06 Feb 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 115 325 0 05 Feb 2024
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models Mintong Kang Nezihe Merve Gürel Ning Yu D. Song Bo-wen Li 79 20 0 05 Feb 2024
Retrieval-Augmented Score Distillation for Text-to-3D Generation Junyoung Seo Susung Hong Wooseok Jang Ines Hyeonsu Kim Minseop Kwak Doyup Lee Seungryong Kim 57 9 0 05 Feb 2024
Corrective Retrieval Augmented Generation Shi-Qi Yan Jia-Chen Gu Yun Zhu Zhen-Hua Ling RALM 123 71 0 29 Jan 2024
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM Chaojie Wang Yishi Xu Zhong Peng Chenxi Zhang Bo Chen Xinrun Wang Lei Feng Bo An 72 18 0 31 Dec 2023
RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation Run-Ze Fan Yixing Fan Jiangui Chen J. Guo Ruqing Zhang Xueqi Cheng 66 6 0 16 Dec 2023
LM-Cocktail: Resilient Tuning of Language Models via Model Merging Shitao Xiao Zheng Liu Peitian Zhang Xingrun Xing MoMe KELM 89 24 0 22 Nov 2023
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL Xiaoqian Li Ercong Nie Sheng Liang RALM LRM 100 10 0 11 Nov 2023
Retrieval-Augmented Code Generation for Universal Information Extraction Yucan Guo Zixuan Li Xiaolong Jin Yantao Liu Yutao Zeng ... Xiang Li Pan Yang Long Bai J. Guo Xueqi Cheng 103 31 0 06 Nov 2023
GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval Daman Arora Anush Kini Sayak Ray Chowdhury Nagarajan Natarajan Gaurav Sinha Amit Sharma RALM 62 19 0 31 Oct 2023
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection Akari Asai Zeqiu Wu Yizhong Wang Avirup Sil Hannaneh Hajishirzi RALM 154 624 0 17 Oct 2023
RECAP: Retrieval-Augmented Audio Captioning Sreyan Ghosh Sonal Kumar Chandra Kiran Reddy Evuru R. Duraiswami Dinesh Manocha VLM 62 17 0 18 Sep 2023