Entity Alignment with Reliable Path Reasoning and Relation-Aware Heterogeneous Graph Transformer. (arXiv:2205.08806v1 [cs.CL])

Entity Alignment (EA) has attracted widespread attention in both academia and
industry, which aims to seek entities with same meanings from different
Knowledge Graphs (KGs). There are substantial multi-step relation paths between
entities in KGs, indicating the semantic relations of entities. However,
existing methods rarely consider path information because not all natural paths
facilitate for EA judgment. In this paper, we propose a more effective entity
alignment framework, RPR-RHGT, which integrates relation and path structure
information, as well as the …

alignment arxiv graph path reasoning transformer