2025
A Mutual Information Perspective on Knowledge Graph Embedding
ACL 2025long
Knowledge graph embedding techniques have emerged as a critical approach for addressing the issue of missing relations in knowledge graphs. However, existing methods often suffer from limitations, including high intra-group similarity, loss of semantic information, and insufficient inference capabil…