Update README.md

README.md

@@ -35,7 +35,7 @@ HiT-MPNet-WordNetNoun is a HiT model trained on WordNet's noun hierarchy with ra
 <!-- Provide the basic links for the model. -->
 
 - **Repository:** https://github.com/KRR-Oxford/HierarchyTransformers
-- **Paper:** [Language Models as Hierarchy Encoders](tbd)
+- **Paper:** [Language Models as Hierarchy Encoders](https://arxiv.org/abs/2401.11374)
 
 ## Usage
 
@@ -87,7 +87,7 @@ subsumption_scores = dists + centri_score_weight * (parent_norms - child_norms)
 ```
 
 Training and evaluation scripts are available at [GitHub](https://github.com/KRR-Oxford/HierarchyTransformers).
-Technical details are presented in the [paper](tbd).
+Technical details are presented in the [paper](https://arxiv.org/abs/2401.11374).