Artificial Intelligence · Computer Science
Towards Complex Ontology Alignment using Large Language Models
Reihaneh Amini, Sanaz Saki Norouzi, Pascal Hitzler, Reza Amini
2024-07-24
Artificial Intelligence · Computer Science
Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph Engineering
Lars-Peter Meyer, Johannes Frey, Kurt Junghanns, Felix Brei +3
2023-09-01
Computation and Language · Computer Science
Large Language Models for Knowledge Graph Embedding: A Survey
Bingchen Liu, Yuanyuan Fang, Naixing Xu, Shihao Hou +2
2025-04-09
Machine Learning · Computer Science
End-to-End Ontology Learning with Large Language Models
Andy Lo, Albert Q. Jiang, Wenda Li, Mateja Jamnik
2024-11-01
Computation and Language · Computer Science
Fine-tuning Large Enterprise Language Models via Ontological Reasoning
Teodoro Baldazzi, Luigi Bellomarini, Stefano Ceri, Andrea Colombo +2
2023-09-20
Computation and Language · Computer Science
Ontology-Enhanced Knowledge Graph Completion using Large Language Models
Wenbin Guo, Xin Wang, Jiaoyan Chen, Zhao Li +1
2025-10-22
Artificial Intelligence · Computer Science
A Prompt Engineering Approach and a Knowledge Graph based Framework for Tackling Legal Implications of Large Language Model Answers
George Hannah, Rita T. Sousa, Ioannis Dasoulas, Claudia d'Amato
2024-10-22
Computation and Language · Computer Science
Knowledge Graph Enhanced Large Language Model Editing
Mengqi Zhang, Xiaotian Ye, Qiang Liu, Pengjie Ren +2
2024-02-22
Computation and Language · Computer Science
Exploring Large Language Models for Knowledge Graph Completion
Liang Yao, Jiazhen Peng, Chengsheng Mao, Yuan Luo
2025-02-14
Artificial Intelligence · Computer Science
Large Language Models and Knowledge Graphs: Opportunities and Challenges
Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania +12
2023-08-15
Digital Libraries · Computer Science
Large Language Models for Scholarly Ontology Generation: An Extensive Analysis in the Engineering Field
Tanay Aggarwal, Angelo Salatino, Francesco Osborne, Enrico Motta
2025-06-12
Artificial Intelligence · Computer Science
Ontology Population using LLMs
Sanaz Saki Norouzi, Adrita Barua, Antrea Christou, Nikita Gautam +3
2024-11-05
Machine Learning · Computer Science
Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniques
Qiheng Mao, Zemin Liu, Chenghao Liu, Zhuo Li +1
2024-02-12
Artificial Intelligence · Computer Science
Assessing the Capability of Large Language Models for Domain-Specific Ontology Generation
Anna Sofia Lippolis, Mohammad Javad Saeedizade, Robin Keskisarkka, Aldo Gangemi +2
2025-08-15
Machine Learning · Computer Science
Large Language Models Meet Graph Neural Networks: A Perspective of Graph Mining
Yuxin You, Zhen Liu, Xiangchao Wen, Yongtao Zhang +1
2024-12-30
Artificial Intelligence · Computer Science
On the Use of Large Language Models to Generate Capability Ontologies
Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff, Alexander Fay
2024-10-21
Information Retrieval · Computer Science
A Short Review for Ontology Learning: Stride to Large Language Models Trend
Rick Du, Huilong An, Keyu Wang, Weidong Liu
2024-06-18