Update README.md

README.md

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 ### Dataset
 
 #### Description
-The merged dataset utilized in this project combines four distinct annotated datasets, all based on the Spanish Clinical Case Corpus ([SPACCC](https://zenodo.org/records/2560316)), a compilation of clinical case reports from Spanish medical publications. This merged dataset encompasses a total of 16,504 sentences across 1,000 clinical cases. The dataset focuses on identifying various medical entities within clinical narratives, including symptoms, medical procedures, diseases, proteins, and chemicals. 
+The merged dataset utilized in this project combines four distinct annotated datasets, all based on the Spanish Clinical Case Corpus ([SPACCC](https://zenodo.org/records/2560316)), a compilation of clinical case reports from Spanish medical publications. This merged dataset encompasses a total of 16,504 sentences across 1,000 clinical cases. The dataset focuses on identifying various medical entities within clinical narratives, including **symptoms**, medical **procedures**, **diseases**, **proteins**, and **chemicals**. 
 
 The dataset is furhter provided on [zenodo](https://zenodo.org/records/11174163), and construction is detailed in our [GitHub](https://github.com/ieeta-pt/Multi-Head-CRF/) repository.