Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation

Jiaang Li, Quan Wang, Yi Liu +2

Representation Learning on Knowledge Graphs (KGs) is essential for downstream tasks. The dominant approach, KG Embedding (KGE), represents entities with independent vectors and fac…