The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework

Z Chen, Y Fang, Y Zhang, L Guo, J Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
The advancement of Multi-modal Pre-training highlights the necessity for a robust Multi-
Modal Knowledge Graph (MMKG) representation learning framework. This framework is …

[HTML][HTML] Entity-Alignment Interaction Model Based on Chinese RoBERTa

P Feng, B Zhang, L Yang, S Feng - Applied Sciences, 2024 - mdpi.com
Entity alignment aims to match entities with the same semantics from different knowledge
graphs. Most existing studies use neural networks to combine graph-structure information …