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README.md

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 # SOTA Entity Recognition English Foundation Model by NuMind 🔥
 
-This model provides the best embedding for the Entity Recognition task in English. It is an improved version of the model from our [**paper:**](https://arxiv.org/abs/2402.15343).
+This model provides the best embedding for the Entity Recognition task in English. It is an improved version of the model from our [**paper**](https://arxiv.org/abs/2402.15343).
 
 **Checkout other models by NuMind:**
 * SOTA Multilingual Entity Recognition Foundation Model: [link](https://huggingface.co/numind/entity-recognition-multilingual-general-sota-v1)