Update README.md

README.md

@@ -52,10 +52,11 @@ task_categories:
 ### Dataset Summary
 
 caBreu is a summarization dataset. 
-
-It is extracted from a newswire corpus crawled from the Catalan News Agency ([Agència Catalana de Notícies; ACN](https://www.acn.cat/)), the Catalan news portal [VilaWeb](https://www.vilaweb.cat/) and [NacióDigital](https://www.naciodigital.cat/)
  
-The corpus consists of 3,000 articles and extreme, abstractive and extractive summaries manually done by three annotators.
+The corpus consists of 3,000 articles and their extreme, abstractive and extractive summaries manually done by three annotators. 
+
+Articles were collected from the Catalan News Agency ([Agència Catalana de Notícies; ACN](https://www.acn.cat/)) and 
+the Catalan news portal [VilaWeb](https://www.vilaweb.cat/) and [NacióDigital](https://www.naciodigital.cat/).
  
 ### Supported Tasks and Leaderboards
 
@@ -102,7 +103,6 @@ The dataset is in Catalan (`ca-ES`).
 
 ### Data Fields
 
-
 - `id` (str): The id of the piece of news
 - `title` (str): The title of the piece of news
 - `subtitle` (str): The subtitle of the piece of news
@@ -116,7 +116,7 @@ The dataset is in Catalan (`ca-ES`).
 
 ### Data Splits
 
-We split our dataset into train, dev and test splits
+We split our dataset into train, dev and test splits:
 
 - train: 2,399 documents
 - validation: 299 documents
@@ -132,22 +132,18 @@ We created this corpus to contribute to the development of language models in Ca
 
 #### Initial Data Collection and Normalization
 
-We obtained each headline and its corresponding body of each news piece on the 
-Catalan News Agency ([Agència Catalana de Notícies; ACN](https://www.acn.cat/)) 
-website and applied the following cleaning pipeline: deduplicating the documents, 
-removing the documents with empty attributes, and deleting some boilerplate sentences. 
 
 #### Who are the source language producers?
 
-The news portal Catalan News Agency ([Agència Catalana de Notícies; ACN](https://www.acn.cat/)).
+The Catalan News Agency ([Agència Catalana de Notícies; ACN](https://www.acn.cat/)) and the Catalan news portal [VilaWeb](https://www.vilaweb.cat/) and [NacióDigital](https://www.naciodigital.cat/). 
 
 ### Annotations
 
-Each article contains extreme, abstractive and extractive summaries done by three annotators.
+Each article contains extreme, abstractive and extractive summaries.
 
 #### Annotation process
 
-- Each article data was summarized by 3 annotators.
+Each article data was summarized by 3 annotators.
 
 #### Who are the annotators?
 
@@ -179,8 +175,6 @@ Language Technologies Unit at the Barcelona Supercomputing Center (langtech@bsc.
 
 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 [Creative Commons Attribution Non-commercial 4.0 International](https://creativecommons.org/licenses/by-nc/4.0/).