Retrieval-Generation Synergy Augmented Large Language Models

8 October 2023

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

26 / 26 papers shown

Title
IterKey: Iterative Keyword Generation with LLMs for Enhanced Retrieval Augmented Generation Kazuki Hayashi Hidetaka Kamigaito Shinya Kouda Taro Watanabe RALM 38 0 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 67 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 145 343 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 54 2 0 23 Dec 2024
Auto-RAG: Autonomous Retrieval-Augmented Generation for Large Language Models Tian Yu Shaolei Zhang Yang Feng RALM 3DV AIFin LRM 87 8 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 46 35 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 39 1 0 20 Sep 2024
Modular RAG: Transforming RAG Systems into LEGO-like Reconfigurable Frameworks Yunfan Gao Yun Xiong Meng Wang Haofen Wang 39 17 0 26 Jul 2024
RAMO: Retrieval-Augmented Generation for Enhancing MOOCs Recommendations Jiarui Rao Jionghao Lin AI4Ed 35 3 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 34 11 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 85 49 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 49 27 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 37 3 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 Simin Niu Zhiyu Li 69 8 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 42 4 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 36 7 0 12 Mar 2024
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation Zihao Wang Guy Van den Broeck Haowei Lin Jiaqi Li Xiaojian Ma Yitao Liang ReLM RALM LRM 100 48 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 63 56 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 59 12 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 61 1,530 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 Zhicheng Dou Ji-Rong Wen KELM 57 286 0 14 Aug 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 253 1,073 0 05 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 201 60 0 04 Oct 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 237 322 0 21 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 363 12,003 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 401 8,559 0 28 Jan 2022