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Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs
[article]
2022
arXiv
pre-print
Inductive link prediction for knowledge graph aims at predicting missing links between unseen entities, those not shown in training stage. Most previous works learn entity-specific embeddings of entities, which cannot handle unseen entities. Recent several methods utilize enclosing subgraph to obtain inductive ability. However, all these works only consider the enclosing part of subgraph without complete neighboring relations, which leads to the issue that partial neighboring relations are
arXiv:2208.00850v3
fatcat:qev2s5w7dvalzc3k7qyfik5bdi