Update README.md

README.md

@@ -86,7 +86,7 @@ We used a simple model with the article text and associated labels, without furt
 
 ### Methodology
 
-We crawled 219.586 articles from the [Catalan News Agency](www.acn.cat) newswire archive, the latest from October 11, 2020.
+We crawled 219.586 articles from the Catalan News Agency ([Agència Catalana de Notícies; ACN](https://www.acn.cat/)) newswire archive, the latest from October 11, 2020.
 We used the "subsection" category as a classification label, after excluding territorial labels (see [territorial_labels.txt](https://huggingface.co/datasets/projecte-aina/tecla/blob/main/territorial_labels.txt) file) and labels with less than 2000 occurrences. With this criteria compiled a total of 153.265 articles for this text classification dataset.
 
 ### Curation Rationale
@@ -97,11 +97,11 @@ We used the "subsection" category as a classification label, after excluding ter
 
 #### Initial Data Collection and Normalization
 
-The source data are crawled articles from [ACN](www.acn.cat) (Catalan News Agency) site.
+The source data are crawled articles from the Catalan News Agency ([Agència Catalana de Notícies; ACN](https://www.acn.cat/)) site.
 
 #### Who are the source language producers?
 
-The [Catalan News Agency](https://www.acn.cat/) (Agència Catalana de Notícies, ACN) is a news agency owned by the Catalan government via the public corporation Intracatalònia, SA. It is one of the first digital news agencies created in Europe and has been operating since 1999 (source: [wikipedia](https://en.wikipedia.org/wiki/Catalan_News_Agency)).
+The Catalan News Agency ([Agència Catalana de Notícies; ACN](https://www.acn.cat/)) is a news agency owned by the Catalan government via the public corporation Intracatalònia, SA. It is one of the first digital news agencies created in Europe and has been operating since 1999 (source: [wikipedia](https://en.wikipedia.org/wiki/Catalan_News_Agency)).
 
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