Update README.md

README.md

@@ -90,7 +90,7 @@ The dataset is in Catalan (`ca-CA`).
 ```
 
 ### Data Fields
-Follows [Rajpurkar, Pranav et al., 2016](http://arxiv.org/abs/1606.05250) for SQuAD v1 datasets:
+Follows ([Rajpurkar, Pranav et al., 2016])(http://arxiv.org/abs/1606.05250) for SQuAD v1 datasets:
 
 - `id` (str): Unique ID assigned to the question.
 - `title` (str): Title of the article.
@@ -111,19 +111,19 @@ Follows [Rajpurkar, Pranav et al., 2016](http://arxiv.org/abs/1606.05250) for SQ
 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).
+- [VilaWeb](https://www.vilaweb.cat/) and [Catalan Wikipedia](https://ca.wikipedia.org).
 
 #### Initial Data Collection and Normalization
 This dataset is a balanced aggregation from [ViquiQuAD](https://huggingface.co/datasets/projecte-aina/viquiquad) and [VilaQuAD](https://huggingface.co/datasets/projecte-aina/vilaquad) datasets.
 
 #### Who are the source language producers?
-Volunteers from [Catalan Wikipedia](ca.wikipedia.org) and professional journalists from [VilaWeb](www.vilaweb.cat).
+Volunteers from [Catalan Wikipedia](https://ca.wikipedia.org) and professional journalists from [VilaWeb](https://www.vilaweb.cat/).
 
 ### Annotations
 #### Annotation process
 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.
 
-To annotate those datasets, 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)).
+To annotate those datasets, 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., 2016)](http://arxiv.org/abs/1606.05250)).
 
 For compatibility with similar datasets in other languages, we followed as close as possible existing curation guidelines. 
 
@@ -147,7 +147,7 @@ We hope this corpus contributes to the development of language models in Catalan
 ### 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](https://politiquesdigitals.gencat.cat/en/inici/index.html) within the framework of [Projecte AINA](https://politiquesdigitals.gencat.cat/ca/economia/catalonia-ai/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/ca/inici/index.html#googtrans(ca|en) 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>.