Update README.md

README.md

@@ -43,7 +43,7 @@ Text classification, Language Model
 
 ### Languages
 
-CA- Catalan
+The dataset is in Catalan (`ca-CA`).
 
 ## Dataset Structure
 
@@ -88,7 +88,7 @@ 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 ([www.acn.cat](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 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
@@ -103,7 +103,7 @@ The source data are crawled articles from ACN (Catalan News Agency) site: www.ac
 
 #### Who are the source language producers?
 
-The Catalan News Agency (CNA, in Catalan: 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: [https://en.wikipedia.org/wiki/Catalan_News_Agency])
+The [Catalan News Agency](https://www.acn.cat/) (CNA, in Catalan: 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))
 
 ### Annotations
 
@@ -123,21 +123,24 @@ No personal or sensitive information included.
 
 ### Social Impact of Dataset
 
-[More Information Needed]
+[N/A]
 
 ### Discussion of Biases
 
-[More Information Needed]
+[N/A]
 
 ### Other Known Limitations
 
-[More Information Needed]
+[N/A]
 
 ## Additional Information
 
 ### Dataset Curators
 
-Casimiro Pio Carrino, Carlos Rodríguez and Carme Armentano, from BSC-CNS
+Casimiro Pio Carrino, Carlos Rodríguez and Carme Armentano, from BSC-CNS.
+
+This work was funded by the [Departament de la Vicepresidència i de Polítiques Digitals i Territori de la Generalitat de Catalunya](https://politiquesdigitals.gencat.cat/en/inici/index.html) within the framework of the [projecte Aina](https://politiquesdigitals.gencat.cat/ca/tic/aina-el-projecte-per-garantir-el-catala-en-lera-digital/).
+
 
 ### Licensing Information
 
@@ -174,7 +177,3 @@ This work is licensed under a <a rel="license" href="https://creativecommons.org
 
 [DOI](https://doi.org/10.5281/zenodo.4529183)
 
-### Funding
-
-This work was funded by the [Catalan Ministry of the Vice-presidency, Digital Policies and Territory](https://politiquesdigitals.gencat.cat/en/inici/index.html) within the framework of the [Aina project](https://politiquesdigitals.gencat.cat/ca/tic/aina-el-projecte-per-garantir-el-catala-en-lera-digital/).
-