Exploring Large Language Models for Knowledge Graph Completion

26 August 2023

Papers citing "Exploring Large Language Models for Knowledge Graph Completion"

26 / 26 papers shown

Title
KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs Elan Markowitz Krupa Galiya Greg Ver Steeg Aram Galstyan 26 0 0 09 Apr 2025
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation Tao Feng Yihang Sun Jiaxuan You 50 0 0 16 Mar 2025
Talking to GDELT Through Knowledge Graphs Audun Myers Max Vargas Sinan G. Aksoy C. Joslyn Benjamin Wilson Tom Grimes 62 0 0 10 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 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 145 336 0 20 Feb 2025
Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics Hussam Ghanem C. Cruz 58 0 0 07 Feb 2025
KG-CF: Knowledge Graph Completion with Context Filtering under the Guidance of Large Language Models Zaiyi Zheng Yushun Dong Song Wang Haochen Liu Qi Wang Jundong Li ALM 54 1 0 06 Jan 2025
Is Large Language Model Good at Triple Set Prediction? An Empirical Study Yuan Yuan Yajing Xu Wen Zhang 24 0 0 24 Dec 2024
Can LLMs be Good Graph Judger for Knowledge Graph Construction? Haoyu Huang C. L. P. Chen Conghui He Yang Li Jiawei Jiang W. Zhang 79 1 0 26 Nov 2024
Deep Sparse Latent Feature Models for Knowledge Graph Completion Haotian Li Rui Zhang Lingzhi Wang Bin Yu Y. Wang Yuliang Wei Kai Wang Richard Y. D. Xu Bailing Wang BDL 74 0 0 24 Nov 2024
From Isolated Conversations to Hierarchical Schemas: Dynamic Tree Memory Representation for LLMs Alireza Rezazadeh Zichao Li Wei Wei Yujia Bao 34 4 0 17 Oct 2024
MKGL: Mastery of a Three-Word Language Lingbing Guo Zhongpu Bo Zhuo Chen Yichi Zhang Jiaoyan Chen ... Yangyifei Luo Qian Li Qiang Zhang Wen Zhang Huajun Chen 32 1 0 10 Oct 2024
Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion Yang Liu Xiaobin Tian Zequn Sun Wei Hu 38 3 0 23 Jul 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 62 3 0 01 Jul 2024
GRAG: Graph Retrieval-Augmented Generation Yuntong Hu Zhihan Lei Zhengwu Zhang Bo Pan Chen Ling Liang Zhao 40 20 0 26 May 2024
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge Pengcheng Jiang Lang Cao Cao Xiao Parminder Bhatia Jimeng Sun Jiawei Han AI4MH 41 2 0 26 May 2024
Multi-level Shared Knowledge Guided Learning for Knowledge Graph Completion Yongxue Shan Jie Zhou Jie Peng Xin Zhou Jiaqian Yin Xiaodong Wang 36 2 0 08 May 2024
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction Jack Boylan Shashank Mangla Dominic Thorn D. Ghalandari Parsa Ghaffari Chris Hokamp SLR 35 0 0 24 Apr 2024
Graph Machine Learning in the Era of Large Language Models (LLMs) Wenqi Fan Shijie Wang Jiani Huang Zhikai Chen Yu Song ... Haitao Mao Hui Liu Xiaorui Liu Dawei Yin Qing Li AI4CE 31 23 0 23 Apr 2024
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction Yansong NING Hao Liu LLMAG 29 2 0 10 Feb 2024
Embedding Ontologies via Incorporating Extensional and Intensional Knowledge Keyu Wang Guilin Qi Jiaoyan Chen Yi Huang Tianxing Wu 63 1 0 20 Jan 2024
Enhancing Emergency Decision-making with Knowledge Graphs and Large Language Models Minze Chen Zhenxiang Tao Weitong Tang Tingxin Qin Rui Yang Chunli Zhu 27 21 0 15 Nov 2023
Making Large Language Models Perform Better in Knowledge Graph Completion Yichi Zhang Zhuo Chen Lingbing Guo Yajing Xu Wen Zhang Hua-zeng Chen 26 41 0 10 Oct 2023
LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings Xin Xie Zhoubo Li Xiaohan Wang Feiyu Xiong Ningyu Zhang 37 10 0 01 Oct 2022
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 238 806 0 14 Oct 2021
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 181 1,940 0 02 Feb 2020