KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases

17 August 2023

Zhouhong Gu

Papers citing "KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases"

29 / 29 papers shown

Title
DH-RAG: A Dynamic Historical Context-Powered Retrieval-Augmented Generation Method for Multi-Turn Dialogue Feiyuan Zhang D. Zhu James Ming Yilun Jin Di Chai Liu Yang Han Tian Zhaoxin Fan Kai Chen 93 2 0 20 Feb 2025
Fine-Grained Stateful Knowledge Exploration: A Novel Paradigm for Integrating Knowledge Graphs with Large Language Models Dehao Tao Congqi Wang Feng Huang Junhao Chen Yongfeng Huang Minghu Jiang 54 1 0 28 Jan 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 66 7 0 21 Jan 2025
Foundations of GenIR Qingyao Ai Jingtao Zhan Y. Liu 51 0 0 06 Jan 2025
Generating a Low-code Complete Workflow via Task Decomposition and RAG Orlando Marquez Ayala Patrice Béchard 65 1 0 29 Nov 2024
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models Kazi Ahmed Asif Fuad Lizhong Chen 26 0 0 01 Nov 2024
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation Mufei Li Siqi Miao Pan Li RALM 35 7 0 28 Oct 2024
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 150 1 0 15 Oct 2024
What is the Role of Small Models in the LLM Era: A Survey Lihu Chen Gaël Varoquaux ALM 63 23 0 10 Sep 2024
Lower Layer Matters: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused Dingwei Chen Feiteng Fang Shiwen Ni Feng Liang Ruifeng Xu Min Yang Chengming Li HILM 21 1 0 16 Aug 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 45 63 0 15 Aug 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 44 18 0 08 Jul 2024
Efficient Knowledge Infusion via KG-LLM Alignment Zhouyu Jiang Ling Zhong Mengshu Sun Jun Xu Rui Sun Hui Cai Shuhan Luo Zhiqiang Zhang 39 9 0 06 Jun 2024
M-RAG: Reinforcing Large Language Model Performance through Retrieval-Augmented Generation with Multiple Partitions Zheng Wang Shu Xian Teo Jieer Ouyang Yongjun Xu Wei Shi RALM VLM 27 13 0 26 May 2024
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models Zhongzhen Huang Kui Xue Yongqi Fan Linjie Mu Ruoyu Liu Tong Ruan Shaoting Zhang Xiaofan Zhang LM&MA RALM 44 5 0 27 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 63 44 0 17 Apr 2024
RAR-b: Reasoning as Retrieval Benchmark Chenghao Xiao G. Thomas Al Moubayed LRM RALM 29 8 0 09 Apr 2024
KnowPhish: Large Language Models Meet Multimodal Knowledge Graphs for Enhancing Reference-Based Phishing Detection Yuexin Li Chengyu Huang Shumin Deng Mei Lin Lock Tri Cao Nay Oo Hoon Wei Lim Bryan Hooi 48 16 0 04 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 115 228 0 29 Feb 2024
Aligning Large Language Models to a Domain-specific Graph Database Yuanyuan Liang Keren Tan Tingyu Xie Wenbiao Tao Siyuan Wang Yunshi Lan Weining Qian 30 7 0 26 Feb 2024
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton Yiyou Sun Junjie Hu Wei Cheng Haifeng Chen RALM AI4CE 26 1 0 06 Feb 2024
IllusionX: An LLM-powered mixed reality personal companion Ramez Yousri Zeyad Essam Yehia Kareem Youstina Sherief Sherry Gamil Soha Safwat 22 3 0 04 Feb 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 73 26 0 25 Jan 2024
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 59 1,510 1 18 Dec 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 37 76 0 13 Sep 2023
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases Donghan Yu Shenmin Zhang Patrick K. L. Ng Henghui Zhu A. Li J. Wang Yiqun Hu William Wang Zhiguo Wang Bing Xiang 172 79 0 30 Sep 2022
gBuilder: A Scalable Knowledge Graph Construction System for Unstructured Corpus Yanzeng Li Lei Zou 33 5 0 20 Aug 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 310 4,097 0 24 May 2022
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 235 280 0 15 Jul 2021