diff --git a/docs/source/en/model_doc/markuplm.mdx b/docs/source/en/model_doc/markuplm.mdx
index 66ba7a818..1b3ae46d3 100644
--- a/docs/source/en/model_doc/markuplm.mdx
+++ b/docs/source/en/model_doc/markuplm.mdx
@@ -178,7 +178,7 @@ processor will use the feature extractor to get all nodes and xpaths, and create
 dict_keys(['input_ids', 'token_type_ids', 'attention_mask', 'xpath_tags_seq', 'xpath_subs_seq'])
 ```
 
-**Use case 5: web page question answering (inference), apply_ocr=False**
+**Use case 5: web page question answering (inference), parse_html=False**
 
 For question answering tasks (such as WebSRC), you can provide a question to the processor. If you have extracted
 all nodes and xpaths yourself, you can provide them directly to the processor. Make sure to set `parse_html` to `False`.
@@ -243,4 +243,4 @@ dict_keys(['input_ids', 'token_type_ids', 'attention_mask', 'xpath_tags_seq', 'x
 ## MarkupLMForQuestionAnswering
 
 [[autodoc]] MarkupLMForQuestionAnswering
-    - forward
\ No newline at end of file
+    - forward