diff --git a/site/en/tutorials/keras/text_classification.ipynb b/site/en/tutorials/keras/text_classification.ipynb
index 02e768d741..f2511e074b 100644
--- a/site/en/tutorials/keras/text_classification.ipynb
+++ b/site/en/tutorials/keras/text_classification.ipynb
@@ -171,7 +171,7 @@
         "                                    untar=True, cache_dir='.',\n",
         "                                    cache_subdir='')\n",
         "\n",
-        "dataset_dir = os.path.join(os.path.dirname(dataset), 'aclImdb')"
+        "dataset_dir = os.path.join(os.path.dirname(dataset), 'aclImdb_v1/aclImdb')"
       ]
     },
     {
@@ -286,7 +286,7 @@
         "seed = 42\n",
         "\n",
         "raw_train_ds = tf.keras.utils.text_dataset_from_directory(\n",
-        "    'aclImdb/train',\n",
+        "    'aclImdb_v1/aclImdb/train',\n",
         "    batch_size=batch_size,\n",
         "    validation_split=0.2,\n",
         "    subset='training',\n",
@@ -366,7 +366,7 @@
       "outputs": [],
       "source": [
         "raw_val_ds = tf.keras.utils.text_dataset_from_directory(\n",
-        "    'aclImdb/train',\n",
+        "    'aclImdb_v1/aclImdb/train',\n",
         "    batch_size=batch_size,\n",
         "    validation_split=0.2,\n",
         "    subset='validation',\n",
@@ -382,7 +382,7 @@
       "outputs": [],
       "source": [
         "raw_test_ds = tf.keras.utils.text_dataset_from_directory(\n",
-        "    'aclImdb/test',\n",
+        "    'aclImdb_v1/aclImdb/test',\n",
         "    batch_size=batch_size)"
       ]
     },