A Survey on Retrieval-Augmented Text Generation

2 February 2022

Papers citing "A Survey on Retrieval-Augmented Text Generation"

50 / 122 papers shown

Title
Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data Maxime Bouthors Josep Crego François Yvon RALM LRM 44 0 0 30 Apr 2025
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 RALM 3DV 38 0 0 21 Apr 2025
SCRAG: Social Computing-Based Retrieval Augmented Generation for Community Response Forecasting in Social Media Environments Dachun Sun You Lyu Jinning Li Yizhuo Chen Tianshi Wang Tomoyoshi Kimura Tarek F. Abdelzaher 22 0 0 18 Apr 2025
Are AI agents the new machine translation frontier? Challenges and opportunities of single- and multi-agent systems for multilingual digital communication Vicent Briva-Iglesias LLMAG 34 0 0 17 Apr 2025
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation Z. Zhang Ning Li Qi Liu Rui Li W. Gao Qingyang Mao Zhenya Huang Baosheng Yu Dacheng Tao RALM 34 0 0 11 Apr 2025
Retrieval-Augmented Purifier for Robust LLM-Empowered Recommendation Liangbo Ning Wenqi Fan Qing Li AAML 36 1 0 03 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 112 0 0 03 Apr 2025
AI Hiring with LLMs: A Context-Aware and Explainable Multi-Agent Framework for Resume Screening F. P. Lo Jianing Qiu Zeyu Wang Haibao Yu Yeming Chen Gao Zhang Benny P. L. Lo 26 0 0 01 Apr 2025
Agentic Search Engine for Real-Time IoT Data Abdelrahman Elewah Khalid Elgazzar 51 0 0 15 Mar 2025
MoC: Mixtures of Text Chunking Learners for Retrieval-Augmented Generation System Jihao Zhao Zhiyuan Ji Zhaoxin Fan Hanyu Wang Simin Niu Bo Tang Feiyu Xiong Z. Li 47 0 0 12 Mar 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
CtrlRAG: Black-box Adversarial Attacks Based on Masked Language Models in Retrieval-Augmented Language Generation Runqi Sui AAML 32 0 0 10 Mar 2025
Pseudo-Knowledge Graph: Meta-Path Guided Retrieval and In-Graph Text for RAG-Equipped LLM Yuxin Yang Haoyang Wu Tao Wang Jia-Qi Yang Hao Ma Guojie Luo RALM 26 0 0 01 Mar 2025
Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems Pierre Peigne-Lefebvre Mikolaj Kniejski Filip Sondej Matthieu David J. Hoelscher-Obermaier Christian Schroeder de Witt Esben Kran 51 4 0 26 Feb 2025
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation Sha Li Naren Ramakrishnan RALM KELM 149 1 0 18 Feb 2025
Efficient Long-Decoding Inference with Reasoning-Aware Attention Sparsity Junhao Hu Wenrui Huang Weidong Wang Zhenwen Li Tiancheng Hu Zhixia Liu Xusheng Chen Tao Xie Yizhou Shan LRM 46 0 0 16 Feb 2025
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs Yuntong Hu Zhihan Lei Zhongjie Dai Allen Zhang Abhinav Angirekula Zheng Zhang Liang Zhao 34 0 0 28 Jan 2025
Personalizing Education through an Adaptive LMS with Integrated LLMs Kyle Spriggs Meng Cheng Lau Kalpdrum Passi AI4Ed 50 0 0 24 Jan 2025
Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance Nikos Kanakaris Heng Ping Xiongye Xiao Nesreen K. Ahmed Luca Luceri Emilio Ferrara Paul Bogdan 43 1 0 21 Jan 2025
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems Soham Roy Mitul Goswami Nisharg Nargund Suneeta Mohanty Prasant Kumar Pattnaik RALM 47 0 0 20 Jan 2025
SEAGraph: Unveiling the Whole Story of Paper Review Comments Jianxiang Yu Jiaqi Tan Zichen Ding Jiapeng Zhu Jiahao Li Yao Cheng Qier Cui Yunshi Lan Xiang Li 79 1 0 16 Dec 2024
Accelerating Retrieval-Augmented Generation Derrick Quinn Mohammad Nouri Neel Patel John Salihu Alireza Salemi Sukhan Lee Hamed Zamani Mohammad Alian RALM 3DV 81 3 0 14 Dec 2024
Multi-modal Retrieval Augmented Multi-modal Generation: Datasets, Evaluation Metrics and Strong Baseliness Zi-Ao Ma Tian Lan Rong-Cheng Tu Yong Hu Yu-Shi Zhu Tong Zhang Heyan Huang Xian-Ling Mao VLM 78 0 0 25 Nov 2024
Combining Ontological Knowledge and Large Language Model for User-Friendly Service Robots Haru Nakajima Jun Miura LM&Ro 22 1 0 22 Oct 2024
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards Xinze Li Sen Mei Zhenghao Liu Yukun Yan Shuo Wang ... H. Chen Ge Yu Zhiyuan Liu Maosong Sun Chenyan Xiong 39 6 0 17 Oct 2024
Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception Jihao Zhao Zhiyuan Ji Pengnian Qi Simin Niu Bo Tang Feiyu Xiong Z. Li Zhiyu Li 74 4 0 16 Oct 2024
Self-adaptive Multimodal Retrieval-Augmented Generation Wenjia Zhai VLM 24 0 0 15 Oct 2024
Large Language Models for Medical OSCE Assessment: A Novel Approach to Transcript Analysis Ameer Hamza Shakur Michael J. Holcomb David Hein Shinyoung Kang Thomas O. Dalton Krystle K. Campbell Daniel J. Scott Andrew R. Jamieson LM&MA ELM 16 0 0 11 Oct 2024
A Compressive Memory-based Retrieval Approach for Event Argument Extraction Wanlong Liu Enqi Zhang Li Zhou DingYi Zeng Shaohuan Cheng Chen Zhang Malu Zhang Wenyu Chen RALM 32 0 0 14 Sep 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 31 1 0 21 Aug 2024
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering Tiezheng Guo Chen Wang Yanyi Liu Jiawei Tang Pan Li Sai Xu Qingwen Yang Xianlin Gao Zhi Li Yingyou Wen RALM 27 1 0 06 Aug 2024
Prompt Refinement or Fine-tuning? Best Practices for using LLMs in Computational Social Science Tasks Anders Giovanni Moller L. Aiello LLMAG 19 3 0 02 Aug 2024
KaPQA: Knowledge-Augmented Product Question-Answering Swetha Eppalapally Daksh Dangi Chaithra Bhat Ankita Gupta Ruiyi Zhang ... Karishma Bagga Seunghyun Yoon Nedim Lipka Ryan A. Rossi Franck Dernoncourt RALM 29 1 0 22 Jul 2024
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan C. Xue 3DV RALM 32 26 0 18 Jul 2024
Crafting the Path: Robust Query Rewriting for Information Retrieval Ingeol Baek Jimin Lee Joonho Yang Hwanhee Lee 41 3 0 17 Jul 2024
The Oscars of AI Theater: A Survey on Role-Playing with Language Models Nuo Chen Yan Wang Yang Deng Jia Li 26 15 0 16 Jul 2024
Searching for Best Practices in Retrieval-Augmented Generation Xiaohua Wang Zhenghua Wang Xuan Gao Feiran Zhang Yixin Wu ... Qi Qian Ruicheng Yin Changze Lv Xiaoqing Zheng Xuanjing Huang 48 40 0 01 Jul 2024
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation Guanting Dong Yutao Zhu Chenghao Zhang Zechen Wang Zhicheng Dou Ji-Rong Wen RALM 42 10 0 26 Jun 2024
"Glue pizza and eat rocks" -- Exploiting Vulnerabilities in Retrieval-Augmented Generative Models Zhen Tan Chengshuai Zhao Raha Moraffah Yifan Li Song Wang Jundong Li Tianlong Chen Huan Liu SILM 46 16 0 26 Jun 2024
CEBench: A Benchmarking Toolkit for the Cost-Effectiveness of LLM Pipelines Wenbo Sun Jiaqi Wang Qiming Guo Ziyu Li Wenlu Wang Rihan Hai 21 9 0 20 Jun 2024
Supporting Human Raters with the Detection of Harmful Content using Large Language Models Kurt Thomas Patrick Gage Kelley David Tao Sarah Meiklejohn Owen Vallis Shunwen Tan Blaz Bratanic Felipe Tiengo Ferreira Vijay Eranti Elie Bursztein 31 2 0 18 Jun 2024
Survey for Landing Generative AI in Social and E-commerce Recsys -- the Industry Perspectives Da Xu Danqing Zhang Guangyu Yang Bo Yang Shuyuan Xu Lingling Zheng Cindy Liang 27 2 0 10 Jun 2024
Multi-Head RAG: Solving Multi-Aspect Problems with LLMs Maciej Besta Aleš Kubíček Roman Niggli Robert Gerstenberger Lucas Weitzendorf ... Jürgen Müller H. Niewiadomski Marcin Chrapek Michał Podstawski Torsten Hoefler 39 15 0 07 Jun 2024
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning Cheng Tan Jingxuan Wei Linzhuang Sun Zhangyang Gao Siyuan Li Bihui Yu Ruifeng Guo Stan Z. Li ReLM LRM 3DV 64 6 0 31 May 2024
CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion Jiayi Yao Hanchen Li Yuhan Liu Siddhant Ray Yihua Cheng Qizheng Zhang Kuntai Du Shan Lu Junchen Jiang 42 14 0 26 May 2024
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection Yun Zhu Jia-Chen Gu Caitlin Sikora Ho Ko Yinxiao Liu ... Lei Shu Liangchen Luo Lei Meng Bang Liu Jindong Chen RALM 22 14 0 25 May 2024
Optimizing example selection for retrieval-augmented machine translation with translation memories Maxime Bouthors Josep Crego Franccois Yvon 16 0 0 23 May 2024
Jill Watson: A Virtual Teaching Assistant powered by ChatGPT Karan Taneja Pratyusha Maiti Sandeep Kakar P. Guruprasad Sanjeev Rao Ashok K. Goel 21 22 0 17 May 2024
Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges Xiaoming Shi Zeming Liu Li Du Yuxuan Wang Hongru Wang Yuhang Guo Tong Ruan Jie Xu Shaoting Zhang LM&MA ELM 32 1 0 17 May 2024
Stochastic RAG: End-to-End Retrieval-Augmented Generation through Expected Utility Maximization Hamed Zamani Michael Bendersky 29 23 0 05 May 2024