KnowledgeNavigator: Leveraging Large Language Models for Enhanced
Reasoning over Knowledge Graph

KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph

26 December 2023

Papers citing "KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph"

16 / 16 papers shown

Title
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye X. Chen Siqiang Luo 3DV 34 0 0 08 Apr 2025
Joint Retrieval of Cloud properties using Attention-based Deep Learning Models Zahid Hassan Tushar Adeleke Ademakinwa Jianwu Wang Zhibo Zhang Sanjay Purushotham 3DPC 31 0 0 04 Apr 2025
From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap Gopi Krishnan Rajbahadur G. Oliva Dayi Lin Ahmed E. Hassan 35 0 0 28 Jan 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation Siyuan Fang Kaijing Ma Tianyu Zheng Xinrun Du Ningxuan Lu Ge Zhang Qingkun Tang RALM KELM LRM 56 1 0 31 Dec 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 30 7 0 28 Oct 2024
Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning Xingyu Tan Xiaoyang Wang Qing Liu Xiwei Xu Xin Yuan Wenjie Zhang LRM 49 2 0 18 Oct 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 32 31 0 23 Sep 2024
A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based Insights Hakan T. Otal Stephen V. Faraone M. Abdullah Canbaz OffRL 20 0 0 19 Sep 2024
Graph Retrieval-Augmented Generation: A Survey Boci Peng Yun Zhu Yongchao Liu Xiaohe Bo Haizhou Shi Chuntao Hong Yan Zhang Siliang Tang 3DV 36 62 0 15 Aug 2024
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs Zixuan Dong Baoyun Peng Yufei Wang Jia Fu Xiaodong Wang Yongxue Shan Xin Zhou 29 1 0 03 Jun 2024
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs Lei Sun Zhengwei Tao Youdi Li Hiroshi Arakawa 32 3 0 11 Apr 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 99 215 0 29 Feb 2024
Large Language Models Can Better Understand Knowledge Graphs Than We Thought Xinbang Dai Yuncheng Hua Tongtong Wu Yang Sheng Qiu Ji Guilin Qi 63 0 0 18 Feb 2024
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 50 57 0 17 May 2022
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals Gaole He Yunshi Lan Jing Jiang Wayne Xin Zhao Ji-Rong Wen 105 150 0 11 Jan 2021
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 164 1,877 0 02 Feb 2020