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@@ -97,8 +97,7 @@ subsumption_scores = - (dists + centri_score_weight * (parent_norms - child_norm
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  ### Train Your Own Models
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- Use the scripts in our [repo]((https://github.com/KRR-Oxford/HierarchyTransformers/tree/main/scripts)) to reproduce existing models and train/evaluate your own models.
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  ## Full Model Architecture
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  ```
 
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  ### Train Your Own Models
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+ Use the example scripts in our [repository](https://github.com/KRR-Oxford/HierarchyTransformers/tree/main/scripts) to reproduce existing models and train/evaluate your own models.
 
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  ## Full Model Architecture
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  ```