Update README.md

README.md

@@ -109,13 +109,9 @@ Follows [Rajpurkar, Pranav et al., 2016](http://arxiv.org/abs/1606.05250) for SQ
 
 ## Dataset Creation
 
-### Methodology
-
-From a set of high quality, non-translation, articles in the [Catalan Wikipedia](ca.wikipedia.org), 597 were randomly chosen, and from them 3111, 5-8 sentence contexts were extracted. We commissioned creation of between 1 and 5 questions for each context, following an adaptation of the guidelines from SQuAD 1.0 ([Rajpurkar, Pranav et al. “SQuAD: 100, 000+ Questions for Machine Comprehension of Text.” EMNLP (2016)](http://arxiv.org/abs/1606.05250)). In total, 15153 pairs of a question and an extracted fragment that contains the answer were created.
-
 ### Curation Rationale
 
-For compatibility with similar datasets in other languages, we followed as close as possible existing curation guidelines.
+We hope this corpus contributes to the development of language models in Catalan, a low-resource language.
 
 ### Source Data
 
@@ -125,6 +121,10 @@ For compatibility with similar datasets in other languages, we followed as close
 
 The source data are scraped articles from the [Catalan wikipedia](https://ca.wikipedia.org) site.
 
+From a set of high quality, non-translation, articles in the [Catalan Wikipedia](ca.wikipedia.org), 597 were randomly chosen, and from them 3111, 5-8 sentence contexts were extracted. We commissioned creation of between 1 and 5 questions for each context, following an adaptation of the guidelines from SQuAD 1.0 ([Rajpurkar, Pranav et al. “SQuAD: 100, 000+ Questions for Machine Comprehension of Text.” EMNLP (2016)](http://arxiv.org/abs/1606.05250)). In total, 15153 pairs of a question and an extracted fragment that contains the answer were created.
+
+For compatibility with similar datasets in other languages, we followed as close as possible existing curation guidelines.
+
 #### Who are the source language producers?
 
 Volunteers who collaborate with [Catalan Wikipedia](ca.wikipedia.org). 
@@ -147,7 +147,7 @@ No personal or sensitive information included.
 
 ### Social Impact of Dataset
 
-[N/A]
+We hope this corpus contributes to the development of language models in Catalan, a low-resource language.
 
 ### Discussion of Biases
 
@@ -163,7 +163,7 @@ No personal or sensitive information included.
 
 Carlos Rodríguez-Penagos ([email protected]) and Carme Armentano-Oller ([email protected]) from [BSC-CNS](https://www.bsc.es/).
 
-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.
+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/economia/catalonia-ai/aina/).
 
 ### Licensing Information