Update README.md

README.md

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  This model provides the best embedding for the Entity Recognition task in English.
 
- This is the model from our [Paper](https://arxiv.org/abs/2402.15343): NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data
+ This is the model from our [**Paper**](https://arxiv.org/abs/2402.15343): **NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data**
 
 
 **Checkout other models by NuMind:**