Update README.md

README.md

@@ -138,7 +138,9 @@ It contains the following tasks and their related datasets:
     
     **[ViquiQuAD](https://doi.org/10.5281/zenodo.4562344)**: consisting of more than 15,000 questions outsourced from Catalan Wikipedia randomly chosen from a set of 596 articles that were originally written in Catalan.
     
-    **[VilaQuAD](https://doi.org/10.5281/zenodo.4562337)**: contains 6282 pairs of questions and answers, outsourced from 2095 Catalan language articles from VilaWeb newswire text.
+    **[VilaQuAD](https://doi.org/10.5281/zenodo.4562337)**: contains 6,282 pairs of questions and answers, outsourced from 2095 Catalan language articles from VilaWeb newswire text.
+    
+    **[CatalanQA]()**: an aggregation of 2 previous datasets (VilaQuAD and ViquiQuAD), 21,427 pairs of Q/A balanced by type of question, containing one question and one answer per context, although the contexts can repeat multiple times.
     
     **[XQuAD](https://doi.org/10.5281/zenodo.4526223)**: the Catalan translation of XQuAD, a multilingual collection of manual translations of 1,190 question-answer pairs from English Wikipedia used only as a _test set_
     
@@ -152,6 +154,7 @@ Here are the train/dev/test splits of the datasets:
 | TC (TeCla) |  137,775 | 110,203 | 13,786 |  13,786|
 | QA (ViquiQuAD) | 14,239  | 11,255  | 1,492  | 1,429 |
 | QA (VilaQuAD) | 6,282  | 3,882  | 1,200  | 1,200 |
+| QA (CatalanQA) | 21,427  | 17,135  | 2,157  | 2,135 |
 
 ### Evaluation Results