[PDF][PDF] Knowledge Graph Embedding: An Overview

X Ge, YC Wang, B Wang, CCJ Kuo - APSIPA Transactions on …, 2024 - nowpublishers.com
Many mathematical models have been leveraged to design embeddings for representing
Knowledge Graph (KG) entities and relations for link prediction and many downstream tasks …

[PDF][PDF] Knowledge graph embedding with 3d compound geometric transformations

X Ge, YC Wang, B Wang, CCJ Kuo - APSIPA Transactions on …, 2024 - nowpublishers.com
The cascade of 2D geometric transformations were exploited to model relations between
entities in a knowledge graph (KG), leading to an effective KG embedding (KGE) model …

Time Sensitive Knowledge Editing through Efficient Finetuning

X Ge, A Mousavi, E Grave, A Joulin, K Qian… - arXiv preprint arXiv …, 2024 - arxiv.org
Large Language Models (LLMs) have demonstrated impressive capability in different tasks
and are bringing transformative changes to many domains. However, keeping the …