diff --git a/docs/_source/practical_guides/choose_dataset.md b/docs/_source/practical_guides/choose_dataset.md
index 22b4e1beb1..a6a937eea2 100644
--- a/docs/_source/practical_guides/choose_dataset.md
+++ b/docs/_source/practical_guides/choose_dataset.md
@@ -51,7 +51,7 @@ We are working on it! We will be adding new features to the `FeedbackDataset` ov
 
 | Task / Dataset                    | FeedbackDataset 	| Older datasets 	|
 |-------------------------------	|-----------------	|-------------------|
-| bulk annotation           	|                	| ✔️                  |
+| bulk annotation           	|✔️                	| ✔️                  |
 | vector search          	|✔️                 	| ✔️                  |
 | active learning                     	|                	| ✔️                   |
 | weak supervision               	|                	| ✔️                             	|
diff --git a/docs/_source/tutorials_and_integrations/tutorials/feedback/making-most-of-markdown.ipynb b/docs/_source/tutorials_and_integrations/tutorials/feedback/making-most-of-markdown.ipynb
index 6d16829f81..253f77eeee 100644
--- a/docs/_source/tutorials_and_integrations/tutorials/feedback/making-most-of-markdown.ipynb
+++ b/docs/_source/tutorials_and_integrations/tutorials/feedback/making-most-of-markdown.ipynb
@@ -70,7 +70,7 @@
     "%pip install datasets\n",
     "%pip install spacy spacy-transformers\n",
     "%pip install Pillow\n",
-    "%pip install span_maker\n",
+    "%pip install span_marker\n",
     "%pip install soundfile librosa\n",
     "!python -m spacy download en_core_web_sm"
    ]