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@@ -12,7 +12,7 @@ Hierarchy Transformers (HiTs) are capable of interpreting and encoding hierarchi
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  The relevant code in [HierarchyTransformers](https://github.com/KRR-Oxford/HierarchyTransformers) extends from [Sentence-Transformers](https://huggingface.co/sentence-transformers).
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- # Get Started
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  Install `hierarchy_tranformers` (check our [repository](https://github.com/KRR-Oxford/HierarchyTransformers)) through `pip` or `GitHub`.
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@@ -36,4 +36,6 @@ entity_names = ["computer", "personal computer", "fruit", "berry"]
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  entity_embeddings = model.encode(entity_names)
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  ```
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  The datasets for training and evaluating HiTs are available at [Zenodo](https://zenodo.org/doi/10.5281/zenodo.10511042).
 
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  The relevant code in [HierarchyTransformers](https://github.com/KRR-Oxford/HierarchyTransformers) extends from [Sentence-Transformers](https://huggingface.co/sentence-transformers).
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+ ## Get Started
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  Install `hierarchy_tranformers` (check our [repository](https://github.com/KRR-Oxford/HierarchyTransformers)) through `pip` or `GitHub`.
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  entity_embeddings = model.encode(entity_names)
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  ```
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+ ## Datasets
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  The datasets for training and evaluating HiTs are available at [Zenodo](https://zenodo.org/doi/10.5281/zenodo.10511042).