Update README.md

README.md

@@ -106,11 +106,9 @@ Follows [Rajpurkar, Pranav et al., 2016](http://arxiv.org/abs/1606.05250) for SQ
 - test.json: 2135 question/answer pairs
 
 ## Dataset Creation
-### Methodology
-Aggregation and balancing from [ViquiQuAD](https://huggingface.co/datasets/projecte-aina/viquiquad) and [VilaQuAD](https://huggingface.co/datasets/projecte-aina/vilaquad) datasets.
-
 ### Curation Rationale
-For compatibility with similar datasets in other languages, we followed as close as possible existing curation guidelines. 
+
+We created this corpus to contribute to the development of language models in Catalan, a low-resource language.
 
 ### Source Data
 - [VilaWeb](www.vilaweb.cat) and [Catalan Wikipedia](https://ca.wikipedia.org).
@@ -124,6 +122,10 @@ Volunteers from [Catalan Wikipedia](ca.wikipedia.org) and professional journalis
 #### Annotation process
 We commissioned the creation of 1 to 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)).
 
+We did an aggregation and balancing from [ViquiQuAD](https://huggingface.co/datasets/projecte-aina/viquiquad) and [VilaQuAD](https://huggingface.co/datasets/projecte-aina/vilaquad) datasets.
+
+For compatibility with similar datasets in other languages, we followed as close as possible existing curation guidelines. 
+
 #### Who are the annotators?
 Annotation was commissioned by a specialized company that hired a team of native language speakers.
 
@@ -132,7 +134,7 @@ No personal or sensitive information is included.
 
 ## Considerations for Using the Data
 ### 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
 [N/A]
@@ -144,7 +146,7 @@ No personal or sensitive information is included.
 ### Dataset Curators
 Carlos Rodríguez-Penagos (carlos.rodriguez1@bsc.es) and Carme Armentano-Oller (carme.armentano@bsc.es) 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 within the framework of Projecte AINA.
+This work was funded by the Departament de la Vicepresidència i de Polítiques Digitals i Territori de la Generalitat de Catalunya within the framework of [Projecte AINA](https://politiquesdigitals.gencat.cat/ca/economia/catalonia-ai/aina/).
 
 ### Licensing Information
 This work is licensed under a <a rel="license" href="https://creativecommons.org/licenses/by-sa/4.0/">Attribution-ShareAlike 4.0 International License</a>.