Knowledge Graph Large Language Model (KG-LLM) for Link Prediction

12 March 2024

Papers citing "Knowledge Graph Large Language Model (KG-LLM) for Link Prediction"

21 / 21 papers shown

Title
Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation Dun Yuan Hao Zhou Di Wu Xue Liu Hao Chen Yan Xin Jianzhong Zhang RALM 44 0 0 31 Mar 2025
Comparison of Metadata Representation Models for Knowledge Graph Embeddings S. Egami Kyoumoto Matsushita Takanori Ugai Ken Fukuda 34 0 0 25 Mar 2025
Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval Ruiyi Yang Hao Xue Imran Razzak Hakim Hacid Flora D. Salim RALM 88 0 0 18 Mar 2025
Efficient and Privacy-Preserved Link Prediction via Condensed Graphs Yunbo Long Liming Xu Alexandra Brintrup 60 0 0 15 Mar 2025
LLM as GNN: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models Xi Zhu Haochen Xue Ziwei Zhao Wujiang Xu Jingyuan Huang Minghao Guo Qifan Wang Kaixiong Zhou Yongfeng Zhang 67 1 0 05 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 37 0 0 01 Mar 2025
TRIX: A More Expressive Model for Zero-shot Domain Transfer in Knowledge Graphs Yucheng Zhang Beatrice Bevilacqua Mikhail Galkin Bruno Ribeiro 68 2 0 26 Feb 2025
From Documents to Dialogue: Building KG-RAG Enhanced AI Assistants Manisha Mukherjee Sungchul Kim Xiang Chen Dan Luo Tong Yu Tung Mai RALM 47 1 0 24 Feb 2025
Knowledge Graph Enhanced Language Agents for Recommendation Taicheng Guo Chaochun Liu Hai Wang Varun Mannam Fang Wang Xin Chen Xiangliang Zhang Chandan K. Reddy 52 2 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 70 7 0 21 Jan 2025
RuAG: Learned-rule-augmented Generation for Large Language Models Yudi Zhang Pei Xiao Lu Wang C. Zhang Meng Fang ... Qingwei Lin Mykola Pechenizkiy Dongmei Zhang Saravan Rajmohan Qi Zhang LRM 43 0 0 04 Nov 2024
CXSimulator: A User Behavior Simulation using LLM Embeddings for Web-Marketing Campaign Assessment Akira Kasuga Ryo Yonetani 33 1 0 31 Jul 2024
LawLLM: Law Large Language Model for the US Legal System Dong Shu Haoran Zhao Xukun Liu David Demeter Jundong Li Yongfeng Zhang AILaw ELM 28 6 0 27 Jul 2024
When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments Chong Zhang Xinyi Liu Mingyu Jin Zhongmou Zhang Lingyao Li ... Suiyuan Zhu Xiaobo Jin Sujian Li Jundong Li Yongfeng Zhang AIFin LLMAG 56 8 0 15 Jul 2024
Large Language Models and Knowledge Graphs for Astronomical Entity Disambiguation Golnaz Shapurian 28 0 0 17 Jun 2024
ProLLM: Protein Chain-of-Thoughts Enhanced LLM for Protein-Protein Interaction Prediction Mingyu Jin Haochen Xue Zhenting Wang Boming Kang Ruosong Ye Kaixiong Zhou Jundong Li Yongfeng Zhang LLMAG 38 11 0 30 Mar 2024
MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining Yanchao Tan Hang Lv Xin Huang Jiawei Zhang Shiping Wang Carl Yang 45 11 0 02 Mar 2024
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities Yuqi Zhu Xiaohan Wang Jing Chen Shuofei Qiao Yixin Ou Yunzhi Yao Shumin Deng Huajun Chen Ningyu Zhang LLMAG 41 110 0 22 May 2023
Instruction Tuning with GPT-4 Baolin Peng Chunyuan Li Pengcheng He Michel Galley Jianfeng Gao SyDa ALM LM&MA 159 579 0 06 Apr 2023
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 382 8,495 0 28 Jan 2022
wsGAT: Weighted and Signed Graph Attention Networks for Link Prediction Marco Grassia G. Mangioni 43 13 0 21 Sep 2021