diff --git a/transformer-mrc/transformers/data/processors/squad.py b/transformer-mrc/transformers/data/processors/squad.py
index 70516b6..3d3ba90 100644
--- a/transformer-mrc/transformers/data/processors/squad.py
+++ b/transformer-mrc/transformers/data/processors/squad.py
@@ -527,9 +527,9 @@ def _create_examples(self, input_data, set_type):
         examples = []
         for entry in tqdm(input_data):
             title = entry["title"]
-            for paragraph in entry["paragraphs"][:1]:
+            for paragraph in entry["paragraphs"]:
                 context_text = paragraph["context"]
-                for qa in paragraph["qas"][:1]:
+                for qa in paragraph["qas"]:
                     qas_id = qa["id"]
                     question_text = qa["question"]
                     start_position_character = None