Update README.md

README.md

@@ -100,7 +100,7 @@ dataset_info:
 
 Pirá is a crowdsourced reading comprehension dataset on the ocean, the Brazilian coast, and climate change. 
 QA sets are presented in both Portuguese and English, together with their corresponding textual context.
-The dataset also contains human and automatic paraphrases, as well as a number of qualitative assessments. 
+The dataset also contains human and automatic paraphrases for questions and answers, as well as a number of qualitative assessments. 
 
 The original paper was published at CIKM'21 and can be found [here](https://dl.acm.org/doi/pdf/10.1145/3459637.3482012). 
 As a subsequent project, we have produced a curated version of the dataset, which we refer to as Pirá 2.0. 
@@ -126,6 +126,16 @@ The dataset is split into train, validation, and test sets.
 | Test | 10% | 227 |
 | Full dataset | 100% | 2258 |
 
+# Automatic Paraphrases
+As we have only generated automatic paraphrases for questions and answers in the train set, they had to be saved in a different Dataset file.
+
+To download the automatic paraphrases, just run:
+
+```
+paraphrases = load_dataset("paulopirozelli/pira", "paraphrases")
+```
+
+
 # Example
 Above is an example of a question-answer set from Pirá: