Making Large Language Models Perform Better in Knowledge Graph Completion

10 October 2023

Papers citing "Making Large Language Models Perform Better in Knowledge Graph Completion"

21 / 21 papers shown

Title
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
Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model He Chang Jie Wu Zhulin Tao Yunshan Ma Xianglin Huang Tat-Seng Chua 40 0 0 21 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
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
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
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation Lei Liang Mengshu Sun Zhengke Gui Zhongshu Zhu Zhouyu Jiang ... Qing Cui Wen Zhang Huajun Chen Wenguang Chen Jun Zhou 48 11 0 10 Sep 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 65 3 0 01 Jul 2024
KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction Jack Boylan Shashank Mangla Dominic Thorn D. Ghalandari Parsa Ghaffari Chris Hokamp SLR 40 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 33 23 0 23 Apr 2024
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs Lei Sun Zhengwei Tao Youdi Li Hiroshi Arakawa 36 3 0 11 Apr 2024
Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs Xiaoze Liu Feijie Wu Tianyang Xu Zhuo Chen Yichi Zhang Xiaoqian Wang Jing Gao HILM 42 8 0 01 Apr 2024
DRAK: Unlocking Molecular Insights with Domain-Specific Retrieval-Augmented Knowledge in LLMs Jinzhe Liu Xiangsheng Huang Zhuo Chen Yin Fang 46 3 0 04 Mar 2024
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases Quyet V. Do Tianqing Fang Shizhe Diao Zhaowei Wang Yangqiu Song LRM 52 10 0 25 Jan 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 75 27 0 25 Jan 2024
Large Knowledge Model: Perspectives and Challenges Huajun Chen KELM 53 9 0 05 Dec 2023
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction Hongbin Ye Honghao Gui Aijia Zhang Tong Liu Wei Hua Weiqiang Jia LLMAG 25 5 0 05 Dec 2023
KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation Haotian Li Lingzhi Wang Yuliang Wei Richard Y. D. Xu Bailing Wang Bailing Wang 53 2 0 26 Sep 2023
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 24 5 0 17 Dec 2022
Generative Knowledge Graph Construction: A Review Hongbin Ye Ningyu Zhang Hui Chen Huajun Chen 51 70 0 23 Oct 2022
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 250 1,073 0 05 Oct 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 313 11,953 0 04 Mar 2022