My Thesis Knowledge Graph Embedding for Link Prediction
Contributor:
Our thesis - vietnamese version
english version update later(submiting)
- strategy offline-to-online adding knowledge into graph.
- strategy online-to-online adding knowledge into graph.
- apply Attention Mechanism into knowledge graph.
- implement and evaluation KBGAT.
FB15K | FB15K-237 | WN18 | WN18RR | |||||
---|---|---|---|---|---|---|---|---|
H@1 | H@10 | H@1 | H@10 | H@1 | H@10 | H@1 | H@10 | |
AnyBURL | 79.13 | 82.30 | 20.85 | 42.40 | 93.96 | 95.07 | 44.22 | 54.40 |
CGAT | * | * | 36.06 | 58.32 | * | * | 35.12 | 57.01 |
- fully testing 4 data set fully_testing.ipynb
- learn with strategy offline-to-online adding knowledge into graph. learning_extend_rule.ipynb
- strategy online-to-online adding knowledge into graph. learning_extend_rule.ipynb