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@@ -148,6 +148,10 @@ from datasets import load_dataset
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  dataset = load_dataset("Hierarchy-Transformers/WordNetNoun", "MixedHop-RandomNegatives-Triplets")
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  ```
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  ## Citation
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  The relevant paper has been accepted at NeurIPS 2024 (to appear).
 
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  dataset = load_dataset("Hierarchy-Transformers/WordNetNoun", "MixedHop-RandomNegatives-Triplets")
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  ```
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+ For evaluation, the `Pairs` sample structure should be adopted, as it allows for the computation of Precision, Recall, and F1 scores.
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+ For training, the choice between `Pairs`, `Triplets`, or more complex sample structures depends on the model's design and specific requirements.
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  ## Citation
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  The relevant paper has been accepted at NeurIPS 2024 (to appear).