Update README.md

README.md

@@ -1,7 +1,7 @@
 ---
 datasets:
 - manueltonneau/spanish-hate-speech-superset
-- Paul/hatecheck-spanish
+- Paul/hatecheck
 language:
 - es
 metrics:
@@ -50,7 +50,7 @@ You can interact with the model directly through the [Inference Endpoint](https:
 
   - This larger dataset allowed the model to learn from a broader range of hate speech patterns.
 
-- **Incorporation of Paul Samples**: After evaluating the results, it was clear that including key samples from the **Paul dataset** would help the model capture additional nuanced forms of hate speech, such as **transphobia** and **multiple types of racism**.
+- **Incorporation of Paul Samples**: After evaluating the results, it was clear that including key samples from the [**Paul dataset**](https://huggingface.co/datasets/Paul/hatecheck) would help the model capture additional nuanced forms of hate speech, such as **transphobia** and **multiple types of racism**.
   - A significant amount of effort went into carefully selecting and processing these samples from the Paul dataset and integrating them with the **manueltonneau** dataset. This careful curation created a more comprehensive dataset, **enhancing the model's ability to differentiate between hate and non-hate speech**.
 
 ## 4. Preprocessing and Postprocessing:
@@ -399,6 +399,4 @@ This model was fine-tuned and optimized by **Javier de la Rosa Sánchez**, apply
 
 For inquiries or collaboration opportunities, please contact:  
 - Email: [[email protected]](mailto:[email protected])  
-- LinkedIn: [linkedin.com/in/delarosajav95](https://www.linkedin.com/in/delarosajav95/)
-
-
+- LinkedIn: [linkedin.com/in/delarosajav95](https://www.linkedin.com/in/delarosajav95/)