Update README.md

README.md

@@ -168,17 +168,6 @@ 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:
 
 ```
@@ -203,3 +192,22 @@ Above is an example of a question-answer set from Pirá:
     "question_type": "None of the above"
   }
   ```
+
+
+# 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")
+```
+
+# Multiple Choice Question Answering
+We have also developed a multiple choice question answering version of Pirá 2.0.
+
+To download the automatic paraphrases, just run:
+
+```
+mcqa = load_dataset("paulopirozelli/pira", "mcqa")
+```