Hierarchy-Transformers
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HiT-MPNet-WordNetNoun

Feature Extraction

hierarchy-transformers

hierarchy-encoding

subsumption-relationships

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lawhy commited on Jan 23

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@@ -83,7 +83,7 @@ parent_norms = model.manifold.dist0(parent_entity_embeddings)
 # use the empirical function for subsumption prediction proposed in the paper
 # `centri_score_weight` and the overall threshold are determined on the validation set
-subsumption_scores = dists + centri_score_weight * (parent_norms - child_norms)
 ```
 Training and evaluation scripts are available at [GitHub](https://github.com/KRR-Oxford/HierarchyTransformers).

 # use the empirical function for subsumption prediction proposed in the paper
 # `centri_score_weight` and the overall threshold are determined on the validation set
+subsumption_scores = - (dists + centri_score_weight * (parent_norms - child_norms))
 ```
 Training and evaluation scripts are available at [GitHub](https://github.com/KRR-Oxford/HierarchyTransformers).