diff --git a/transformers_doc/en/tensorflow/question_answering.ipynb b/transformers_doc/en/tensorflow/question_answering.ipynb
index 9e8302d0..9977b1fd 100644
--- a/transformers_doc/en/tensorflow/question_answering.ipynb
+++ b/transformers_doc/en/tensorflow/question_answering.ipynb
@@ -585,7 +585,7 @@
     "from transformers import AutoTokenizer\n",
     "\n",
     "tokenizer = AutoTokenizer.from_pretrained(\"my_awesome_qa_model\")\n",
-    "inputs = tokenizer(question, text, return_tensors=\"tf\")"
+    "inputs = tokenizer(question, context, return_tensors=\"tf\")"
    ]
   },
   {
@@ -653,7 +653,11 @@
    ]
   }
  ],
- "metadata": {},
+ "metadata": {
+  "language_info": {
+   "name": "python"
+  }
+ },
  "nbformat": 4,
  "nbformat_minor": 4
 }