Update README.md

README.md

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 license: apache-2.0
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-**Hierarchy Transformer (HiT)** is a framework to provide universal hierarchy embedding in hyperbolic space with transformer encoder-based language models. 
+**Hierarchy Transformer (HiT)** is a framework aimed to provide universal hierarchy embedding in hyperbolic space with transformer encoder-based language models. 
 
-This huggingface page serves as the **model** and **dataset** (also available on [Zenodo](https://zenodo.org/doi/10.5281/zenodo.10511042)) repository. 
+This Hugging Face page serves as a repository for both the **models** and **datasets**, the latter is also accessible on [Zenodo](https://zenodo.org/doi/10.5281/zenodo.10511042).
 
-The **code** repository is available on GitHub: [HierarchyTransformers](https://github.com/KRR-Oxford/HierarchyTransformers).
+For more details, visit [HierarchyTransformers](https://github.com/KRR-Oxford/HierarchyTransformers) on GitHub.
 
 ## Get Started