TWIG, trained on four small knowledge graphs, predicts ComplEx link prediction MRR on a fifth unseen graph with R² between 0.54 and 0.73 in the zero-shot setting.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Extending TWIG: Zero-Shot Predictive Hyperparameter Selection for KGEs based on Graph Structure
TWIG, trained on four small knowledge graphs, predicts ComplEx link prediction MRR on a fifth unseen graph with R² between 0.54 and 0.73 in the zero-shot setting.