Retrieval-Generation Synergy Augmented Large Language Models

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023

8 October 2023

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Papers citing "Retrieval-Generation Synergy Augmented Large Language Models"

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Title
Probing Latent Knowledge Conflict for Faithful Retrieval-Augmented Generation Linfeng Gao Baolong Bi Zheng Yuan Le Wang Zerui Chen Zhimin Wei Shenghua Liu Qinggang Zhang Jinsong Su RALM 165 0 0 14 Oct 2025
FLAIR: Feedback Learning for Adaptive Information Retrieval William Zhang Yiwen Zhu Yunlei Lu Mathieu Demarne Wenjing Wang Kai Deng Nutan Sahoo Katherine Lin Miso Cilimdzic Subru Krishnan 116 1 0 18 Aug 2025
Deep Research Agents: A Systematic Examination And Roadmap Y. Huang Yihao Chen Haozheng Zhang Kang Li Huichi Zhou ... Lifeng Shang Songcen Xu Jianye Hao Youssef Attia El Hili Jun Wang LLMAG 254 39 0 22 Jun 2025
Vision Meets Language: A RAG-Augmented YOLOv8 Framework for Coffee Disease Diagnosis and Farmer Assistance Semanto Mondal VLM 104 0 0 24 May 2025
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation Kazuki Hayashi Hidetaka Kamigaito Shinya Kouda Taro Watanabe RALM 302 3 0 13 May 2025
Chats-Grid: An Iterative Retrieval Q&A Optimization Scheme Leveraging Large Model and Retrieval Enhancement Generation in smart grid Yunfeng Li Jiqun Zhang Guofu Liao Xue Shi Junhong Liu 198 0 0 24 Feb 2025
From Local to Global: A Graph RAG Approach to Query-Focused Summarization Darren Edge Ha Trinh Newman Cheng Joshua Bradley Alex Chao Apurva Mody Steven Truitt Dasha Metropolitansky Robert Osazuwa Ness Jonathan Larson RALM 578 881 0 20 Feb 2025
Dynamic Multi-Agent Orchestration and Retrieval for Multi-Source Question-Answer Systems using Large Language Models Antony Seabra Claudio Cavalcante Joao Nepomuceno Lucas Lago Nicolaas Ruberg Sergio Lifschitz 184 4 0 23 Dec 2024
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Tian Yu Shaolei Zhang Yang Feng RALM 3DV AIFin LRM 305 24 0 29 Nov 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 277 91 0 23 Sep 2024
Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology Aidan Gilson Xuguang Ai Thilaka Arunachalam Ziyou Chen Ki Xiong Cheong ... Zhiyong Lu Hua Xu Ron A. Adelman Yih-Chung Tham Qingyu Chen RALM 152 4 0 20 Sep 2024
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks Yunfan Gao Yun Xiong Meng Wang Haofen Wang 284 43 0 26 Jul 2024
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations Jiarui Rao Jionghao Lin AI4Ed 182 9 0 06 Jul 2024
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs Zijian Li Qingyan Guo Jiawei Shao Lei Song Jiang Bian Jun Zhang Rui Wang RALM 142 13 0 03 Jun 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 353 130 0 22 May 2024
Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts Baolong Bi Shenghua Liu Lingrui Mei Yiwei Wang Pengliang Ji Xueqi Cheng KELM 224 43 0 19 May 2024
Overcoming LLM Challenges using RAG-Driven Precision in Coffee Leaf Disease Remediation Dr. Selva Kumar Mohammed Ajmal Khan Imadh Ajaz Banday Manikantha Gada Vibha Venkatesh 186 10 0 02 May 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Pengnian Qi Zhiyu Li 281 17 0 25 Apr 2024
Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study Zooey Nguyen Anthony Annunziata Vinh Luong Sang Dinh Quynh Le Anh Hai Ha Chanh Le Hong An Phan Shruti Raghavan Christopher Nguyen LRM 137 7 0 17 Apr 2024
AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production Jiuniu Wang Zehua Du Yuyuan Zhao Bo Yuan Kexiang Wang ... Yihen Lu Gengliang Li Junlong Gao Xin Tu Zhenyu Guo LLMAG VGen 129 9 0 12 Mar 2024
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation Zihao Wang Hoang Trung-Dung Haowei Lin Jiaqi Li Xiaojian Ma Yitao Liang ReLM RALM LRM 285 70 0 08 Mar 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong ZuJie Wen Ke Xu Qi Li 264 87 0 11 Jan 2024
Opening A Pandora's Box: Things You Should Know in the Era of Custom GPTs Guanhong Tao Shuyang Cheng Zhuo Zhang Junmin Zhu Guangyu Shen Xiangyu Zhang SILM 159 22 0 31 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 1.1K 2,629 1 18 Dec 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zheng Liu Zhicheng Dou Ji-Rong Wen KELM 585 439 0 14 Aug 2023